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Synerise’s other proprietary solutions include an AI algorithm for [[Recommender system|recommendation]] and [[Predictive analytics|event prediction systems]],<ref name="Cleora" /> a [[foundation model]] for [[Behavior selection algorithm|behavioral data]],<ref name="BaseModel" /> and a [[Column-oriented DBMS|column-and-row database management system]].<ref name="Terrarium" />
Synerise’s other proprietary solutions include an AI algorithm for [[Recommender system|recommendation]] and [[Predictive analytics|event prediction systems]],<ref name="Cleora" /> a [[foundation model]] for [[Behavior selection algorithm|behavioral data]],<ref name="BaseModel" /> and a [[Column-oriented DBMS|column-and-row database management system]].<ref name="Terrarium" />


The company has also offices in [[Warsaw]], [[San Francisco]],<ref>{{Cite web |last=Bogusławski |first=Tomasz |date=2022-05-09 |title=EY advising Synerise in Series B investment round |url=https://www.ey.com/en_pl/news/2022/05/ey_ma_synerise |access-date=2023-12-28 |website=ey.com |language=}}</ref> and [[Dubai]].<ref name=":11">{{Cite web |date=2020-09-20 |title=Synerise accelerates its global presence with a new office in Dubai |url=https://synerise.com/press/news/synerise-with-a-new-office-in-dubai |archive-url=https://web.archive.org/web/20200920032554/https://synerise.com/press/news/synerise-with-a-new-office-in-dubai |archive-date=2020-09-20 |access-date=2023-12-28 |website=synerise.com}}</ref> As of April 2022, the company’s value was [[Virtual data room|estimated]] at [[United States dollar|US$]]92–138 million.<ref name="Dealroom" />
The company has also offices in [[Warsaw]], [[San Francisco]],<ref name=":25">{{Cite web |last=Bogusławski |first=Tomasz |date=2022-05-09 |title=EY advising Synerise in Series B investment round |url=https://www.ey.com/en_pl/news/2022/05/ey_ma_synerise |access-date=2023-12-28 |website=ey.com |publisher=Ernst & Young Global Limited |language=}}</ref> and [[Dubai]].<ref name=":11">{{Cite web |date=2020-09-20 |title=Synerise accelerates its global presence with a new office in Dubai |url=https://synerise.com/press/news/synerise-with-a-new-office-in-dubai |archive-url=https://web.archive.org/web/20200920032554/https://synerise.com/press/news/synerise-with-a-new-office-in-dubai |archive-date=2020-09-20 |access-date=2023-12-28 |website=synerise.com}}</ref> As of April 2022, the company’s value was [[Virtual data room|estimated]] at [[United States dollar|US$]]92–138 million.<ref name="Dealroom" />


== History ==
== History ==
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In September 2016, the company achieved a valuation of PLN 50 million (US$13.1 million), and raised capital in a [[Private investment in public equity|private offering]] from [[Angel investor|angel investors]] to develop a new [[Software product line|class of products]],<ref name=":24">{{Cite web |title=Synerise S.A. z sukcesem emituje akcje przy wycenie 50 mln złotych |trans-title=Synerise S.A. successfully issues shares at a valuation of PLN 50 million |url=http://www.satus.pl/synerise-s-a-z-sukcesem-emituje-akcje-przy-wycenie-50-mln-zlotych/ |access-date=2023-12-29 |website=Satus Venture |language=pl-PL}}</ref><ref>{{Cite web |date=2016-09-07 |title=Synerise S.A z wyceną 50 mln złotych osiągniętą w dwa lata |trans-title=Synerise S.A. with a valuation of PLN 50 million achieved in two years |url=https://di.com.pl/synerise-sa-z-wycena-50-mln-zlotych-osiagnieta-w-dwa-lata-55438 |access-date=2023-12-29 |website=Dziennik Internautów}}</ref> and introduce the platform to the segment of [[small and medium-sized enterprises]].<ref name=":7" /> In January 2017, the Synerise platform became a fully [[Product (business)|commercial product]],<ref name=":8">{{Cite web |last=Stankunowicz |first=Eryk |date=2019-09-10 |title=Jarosław Królewski, informatyk wizjoner, który przypomina młodego Billa Gatesa |trans-title=Jarosław Królewski, informatyk wizjoner, który przypomina młodego Billa Gatesa |url=https://www.forbes.pl/biznes/jaroslaw-krolewski-o-synerise-i-branzy-it-przypomina-billa-gatesa/tgvx94l |url-access=limited |access-date=2023-12-29 |website=Forbes |language=pl}}</ref><ref>{{Cite web |title=Konferencja Marketing is [un]predictable. Introducing Synerise - State Of The Art Marketing Intelligence Cloud 2017 |url=https://kreatorzy.eu/konferencje/marketing/konferencja-marketing-is-un-predictable-introducing-synerise-state-of-the-art-marketing-intelligence-cloud-2017 |access-date=2024-01-22 |website=Portal #1 Konferencji Biznesowych |language=pl-pl}}</ref> while being developed for the use in [[e-commerce]],<ref>{{Cite web |last=Bełcik |first=Anna |date=2017-11-02 |title=Start-upy zadomowią się w sklepach Carrefoura |trans-title=Start-ups will settle in Carrefour stores |url=https://www.pb.pl/start-upy-zadomowia-sie-w-sklepach-carrefoura-897212 |url-access=subscription |access-date=2023-12-29 |website=Puls Biznesu |language=pl-PL}}</ref> and to measure [[marketing effectiveness]] (in integration with [[DoubleClick]]).<ref>{{Cite web |last=tw |date=2017-04-13 |title=Value Media i Synerise partnerami strategicznymi |trans-title=Value Media and Synerise are strategic partners |url=https://www.wirtualnemedia.pl/artykul/value-media-i-synerise-partnerami-strategicznymi |access-date=2023-12-29 |website=wirtualnemedia.pl |language=pl}}</ref>
In September 2016, the company achieved a valuation of PLN 50 million (US$13.1 million), and raised capital in a [[Private investment in public equity|private offering]] from [[Angel investor|angel investors]] to develop a new [[Software product line|class of products]],<ref name=":24">{{Cite web |title=Synerise S.A. z sukcesem emituje akcje przy wycenie 50 mln złotych |trans-title=Synerise S.A. successfully issues shares at a valuation of PLN 50 million |url=http://www.satus.pl/synerise-s-a-z-sukcesem-emituje-akcje-przy-wycenie-50-mln-zlotych/ |access-date=2023-12-29 |website=Satus Venture |language=pl-PL}}</ref><ref>{{Cite web |date=2016-09-07 |title=Synerise S.A z wyceną 50 mln złotych osiągniętą w dwa lata |trans-title=Synerise S.A. with a valuation of PLN 50 million achieved in two years |url=https://di.com.pl/synerise-sa-z-wycena-50-mln-zlotych-osiagnieta-w-dwa-lata-55438 |access-date=2023-12-29 |website=Dziennik Internautów}}</ref> and introduce the platform to the segment of [[small and medium-sized enterprises]].<ref name=":7" /> In January 2017, the Synerise platform became a fully [[Product (business)|commercial product]],<ref name=":8">{{Cite web |last=Stankunowicz |first=Eryk |date=2019-09-10 |title=Jarosław Królewski, informatyk wizjoner, który przypomina młodego Billa Gatesa |trans-title=Jarosław Królewski, informatyk wizjoner, który przypomina młodego Billa Gatesa |url=https://www.forbes.pl/biznes/jaroslaw-krolewski-o-synerise-i-branzy-it-przypomina-billa-gatesa/tgvx94l |url-access=limited |access-date=2023-12-29 |website=Forbes |language=pl}}</ref><ref>{{Cite web |title=Konferencja Marketing is [un]predictable. Introducing Synerise - State Of The Art Marketing Intelligence Cloud 2017 |url=https://kreatorzy.eu/konferencje/marketing/konferencja-marketing-is-un-predictable-introducing-synerise-state-of-the-art-marketing-intelligence-cloud-2017 |access-date=2024-01-22 |website=Portal #1 Konferencji Biznesowych |language=pl-pl}}</ref> while being developed for the use in [[e-commerce]],<ref>{{Cite web |last=Bełcik |first=Anna |date=2017-11-02 |title=Start-upy zadomowią się w sklepach Carrefoura |trans-title=Start-ups will settle in Carrefour stores |url=https://www.pb.pl/start-upy-zadomowia-sie-w-sklepach-carrefoura-897212 |url-access=subscription |access-date=2023-12-29 |website=Puls Biznesu |language=pl-PL}}</ref> and to measure [[marketing effectiveness]] (in integration with [[DoubleClick]]).<ref>{{Cite web |last=tw |date=2017-04-13 |title=Value Media i Synerise partnerami strategicznymi |trans-title=Value Media and Synerise are strategic partners |url=https://www.wirtualnemedia.pl/artykul/value-media-i-synerise-partnerami-strategicznymi |access-date=2023-12-29 |website=wirtualnemedia.pl |language=pl}}</ref>


In June 2017, Synerise carried out the second issue of shares for PLN 45 million (US$11.9 million). Satus Venture’s minority shares in Synerise became subject of a transaction with a 29-fold [[return on investment]].<ref name=":6" /><ref name=":8" /><ref>{{Cite web |date=2017-06-14 |title=FIZAN Satus VC sprzedał blisko połowę z mniejszościowego pakietu akcji technologicznej spółki Synerise S.A. za 25 mln PLN. |trans-title=FIZAN Satus VC sold nearly half of the minority stake in the technology company Synerise S.A. for PLN 25 million. |url=http://www.satus.pl/fizan-satus-vc-sprzedal-blisko-polowe-z-mniejszosciowego-pakietu-akcji-technologicznej-spolki-synerise-s-a-za-25-mln-pln/ |access-date=2023-12-29 |website=Satus Venture |language=pl-PL}}</ref> The issue was used for developing [[Artificial neural network|algorithms]] of [[Artificial neural network|autonomous processes]]. In 2018, the company invested PLN 25 million (US$6.6 million) in development of AI and marketing-automation solutions. In 2019, the company invested further PLN 35 million (US$9.3 million) on [[research and development]] of autonomous processes algorithms.<ref name=":2">{{Cite web |last=Klimczuk |first=Anna |date=2018-06-12 |title=Od startupu do czołówki światowych dostawców rozwiązań opartych o sztuczną inteligencję w 3 lata |trans-title=From a startup to a leading global provider of artificial intelligence solutions in 3 years |url=https://news.microsoft.com/pl-pl/2018/06/12/od-startupu-do-czolowki-swiatowych-dostawcow-rozwiazan-opartych-o-sztuczna-inteligencje-w-3-lata/ |access-date=2023-12-28 |website=Centrum Prasowe |publisher=Microsoft}}</ref><ref>{{Cite web |date=2018-11-22 |title=Synerise rośnie i zatrudnia: Kraków, Warszawa, USA i Zjednoczone Emiraty Arabskie |trans-title=Synerise is growing and employing: Kraków, Warsaw, USA and United Arab Emirates |url=https://www.pulshr.pl/rekrutacja/synerise-rosnie-i-zatrudnia-krakow-warszawa-usa-i-zjednoczone-emiraty-arabskie,59087.html |access-date=2023-12-29 |website=pulshr.pl |language=pl}}</ref><ref name=":13">{{Cite web |last=Suteniec |first=Grzegorz |date=2018-11-25 |title=Synerise urosła trzykrotnie |trans-title=Synerise has tripled in size |url=https://www.pb.pl/synerise-urosla-trzykrotnie-946526 |url-access=subscription |access-date=2023-12-29 |website=Puls Biznesu |language=pl-PL}}</ref>
In June 2017, Satus Venture’s minority shares in Synerise became subject of a transaction with a 29-fold [[return on investment]], and Synerise was recapitalized with PLN 16.4 million.<ref name=":6" /><ref name=":8" /><ref>{{Cite web |date=2017-06-14 |title=FIZAN Satus VC sprzedał blisko połowę z mniejszościowego pakietu akcji technologicznej spółki Synerise S.A. za 25 mln PLN. |trans-title=FIZAN Satus VC sold nearly half of the minority stake in the technology company Synerise S.A. for PLN 25 million. |url=http://www.satus.pl/fizan-satus-vc-sprzedal-blisko-polowe-z-mniejszosciowego-pakietu-akcji-technologicznej-spolki-synerise-s-a-za-25-mln-pln/ |access-date=2023-12-29 |website=Satus Venture |language=pl-PL}}</ref> The issue was used for developing [[Artificial neural network|algorithms]] of [[Artificial neural network|autonomous processes]]. In 2018, the company invested PLN 25 million (US$6.6 million) in development of AI and automation solutions. In 2019, the company invested further PLN 35 million (US$9.3 million) on [[research and development]] of autonomous processes algorithms.<ref name=":2">{{Cite web |last=Klimczuk |first=Anna |date=2018-06-12 |title=Od startupu do czołówki światowych dostawców rozwiązań opartych o sztuczną inteligencję w 3 lata |trans-title=From a startup to a leading global provider of artificial intelligence solutions in 3 years |url=https://news.microsoft.com/pl-pl/2018/06/12/od-startupu-do-czolowki-swiatowych-dostawcow-rozwiazan-opartych-o-sztuczna-inteligencje-w-3-lata/ |access-date=2023-12-28 |website=Centrum Prasowe |publisher=Microsoft}}</ref><ref>{{Cite web |date=2018-11-22 |title=Synerise rośnie i zatrudnia: Kraków, Warszawa, USA i Zjednoczone Emiraty Arabskie |trans-title=Synerise is growing and employing: Kraków, Warsaw, USA and United Arab Emirates |url=https://www.pulshr.pl/rekrutacja/synerise-rosnie-i-zatrudnia-krakow-warszawa-usa-i-zjednoczone-emiraty-arabskie,59087.html |access-date=2023-12-29 |website=pulshr.pl |language=pl}}</ref><ref name=":13">{{Cite web |last=Suteniec |first=Grzegorz |date=2018-11-25 |title=Synerise urosła trzykrotnie |trans-title=Synerise has tripled in size |url=https://www.pb.pl/synerise-urosla-trzykrotnie-946526 |url-access=subscription |access-date=2023-12-29 |website=Puls Biznesu |language=pl-PL}}</ref>


=== Expanding the presence ===
=== Expanding the presence ===
During its first four years, Synerise has been recognized as one of the fastest growing companies in Poland, it achieved a valuation of US$85M.<ref name=":2" /><ref>{{Cite web |date=2019-02-11 |title=Kim jest Jarosław Królewski, biznesmen, który chce uratować Wisłę Kraków? Synerise, AGH, wiek, Twitter |trans-title=Who is Jarosław Królewski, a businessman who wants to save Wisła Kraków? Synerise, AGH, age, Twitter |url=https://rozrywka.radiozet.pl/Co-gdzie-kiedy-jak/kim-jest-jaroslaw-krolewski-prezes-synerise-agh-wiek-twitter |access-date=2023-12-30 |website=radiozet.pl |language=pl}}</ref> Throughout 2018, a breakthrough year for the company, Synerise and its AI business solutions achieved a threefold increase in its user base.<ref name=":2" /><ref name=":13" /> According to ''[[Forbes]]'', Synerise has been "one of the most promising technology companies in Poland," while the company's CEO Królewski was named "a visionary computer scientist," and "one of the most promising young Polish businessmen in the tech industry."<ref name=":8" />
During its first four years, Synerise has been recognized as one of the fastest growing companies in Poland, it achieved a valuation of US$85M.<ref name=":2" /><ref>{{Cite web |date=2019-02-11 |title=Kim jest Jarosław Królewski, biznesmen, który chce uratować Wisłę Kraków? Synerise, AGH, wiek, Twitter |trans-title=Who is Jarosław Królewski, a businessman who wants to save Wisła Kraków? Synerise, AGH, age, Twitter |url=https://rozrywka.radiozet.pl/Co-gdzie-kiedy-jak/kim-jest-jaroslaw-krolewski-prezes-synerise-agh-wiek-twitter |access-date=2023-12-30 |website=radiozet.pl |language=pl}}</ref> Throughout 2018, a breakthrough year for the company, Synerise and its AI business solutions achieved a threefold increase in its user base.<ref name=":2" /><ref name=":13" /> According to ''[[Forbes]]'', Synerise has been "one of the most promising technology companies in Poland," while the company's CEO Królewski was named "a visionary computer scientist," and "one of the most promising young Polish businessmen in the tech industry."<ref name=":8" />


As of January 2019, the company does not intend to tie up to an investor.<ref name=":8" /> It is observed to invest in intellectual property, data storage capacity, and expanding its AI specialty.<ref name=":14" /><ref name=":26">{{Cite web |date=2018-11-27 |title=EY Przedsiębiorca Roku 2018 - wyniki konkursu |trans-title=EY Entrepreneur of the Year 2018 - competition results |url=https://www.pb.pl/polskie-firmy-stawiaja-na-innowacje-946733 |access-date=2023-12-30 |website=Puls Biznesu |language=pl-PL}}</ref> In September 2018, for its “[[Ideation (creative process)|Chief Ideator]],” the company enrolled economist [[Krzysztof Rybiński]], former vice-president of the [[National Bank of Poland]], and professor of [[data science]] at the [[Vistula University]].'''<ref name=":27" />'''<ref>{{Cite web |last=Stodolak |first=Sebastian |date=2018-03-19 |title=Rybiński: Równe zasady na rynku to mit |trans-title=Rybiński: Equal rules on the market are a myth |url=https://www.obserwatorfinansowy.pl/tematyka/makroekonomia/trendy-gospodarcze/rybinski-rowne-zasady-na-rynku-to-mit/ |access-date=2023-12-30 |website=Obserwator Finansowy |language=pl-PL}}</ref><ref>{{Cite web |last=Sofuł |first=Adam |date=2019-03-26 |title=Krzysztof Rybiński: Ekonomia to przeżytek |trans-title=Krzysztof Rybiński: Economics is obsolete |url=https://www.wnp.pl/finanse/krzysztof-rybinski-ekonomia-to-przezytek,342179.html |access-date=2023-12-30 |website=wnp.pl |language=pl}}</ref>
As of January 2019, the company did not intend to tie up to an investor.<ref name=":8" /> It invested in intellectual property, new [[Computer data storage|data storage systems]], and expanding its AI specialty.<ref name=":14" /><ref name=":26">{{Cite web |date=2018-11-27 |title=EY Przedsiębiorca Roku 2018 - wyniki konkursu |trans-title=EY Entrepreneur of the Year 2018 - competition results |url=https://www.pb.pl/polskie-firmy-stawiaja-na-innowacje-946733 |access-date=2023-12-30 |website=Puls Biznesu |language=pl-PL}}</ref> In September 2018, for its “[[Ideation (creative process)|Chief Ideator]],” the company enrolled economist [[Krzysztof Rybiński]], former vice-president of the [[National Bank of Poland]], and professor of [[data science]] at the [[Vistula University]].'''<ref name=":27" />'''<ref>{{Cite web |last=Stodolak |first=Sebastian |date=2018-03-19 |title=Rybiński: Równe zasady na rynku to mit |trans-title=Rybiński: Equal rules on the market are a myth |url=https://www.obserwatorfinansowy.pl/tematyka/makroekonomia/trendy-gospodarcze/rybinski-rowne-zasady-na-rynku-to-mit/ |access-date=2023-12-30 |website=Obserwator Finansowy |language=pl-PL}}</ref><ref>{{Cite web |last=Sofuł |first=Adam |date=2019-03-26 |title=Krzysztof Rybiński: Ekonomia to przeżytek |trans-title=Krzysztof Rybiński: Economics is obsolete |url=https://www.wnp.pl/finanse/krzysztof-rybinski-ekonomia-to-przezytek,342179.html |access-date=2023-12-30 |website=wnp.pl |language=pl}}</ref>


Synerise focused on AI and martech markets in the [[Americas]], the [[Middle East]], and [[Asia–Pacific|APAC]] region including [[Malaysia]] and [[Singapore]].<ref name=":13" /> As a technological partner of Microsoft, Synerise cooperated with its clients in [[Spain]], [[Greece]], and [[Vietnam]]. In February 2019, Synerise opened an office in Dubai.<ref name=":11" /><ref name=":8" /> In October 2018, it launched business activities in [[India]].<ref>{{Cite web |last=Nisha |date=2018-09-17 |title=Europe based Synerise AI & Automation forays into the Indian Cloud Space |url=https://www.itvoice.in/europe-based-synerise-ai-automationforays-into-the-indian-cloud-space |access-date=2023-12-30 |website=IT Voice {{!}} IT in Depth |language=en-US}}</ref> Since 2019, the company cooperates with [[Bank Pekao]],<ref>{{Cite web |last=Orzechowski |first=Hubert |date=2019-02-26 |title=Świetne wyniki Pekao w cieniu dwóch wież |trans-title=Great results of Pekao in the shadow of two towers |url=https://wyborcza.pl/7,155287,24494505,swietne-wyniki-pekao-w-cieniu-dwoch-wiez.html |access-date=2023-12-30 |website=Gazeta Wyborcza}}</ref> as well as [[Ernst & Young]], [[Bain & Company]], and Integrated Solutions.<ref name=":13" /> In May 2019, the company opened an office in [[Madrid]],<ref name=":10">{{Cite web |last= |date=2019-05-27 |title=Synerise otwiera biuro regionalne w Madrycie, celem rozwój w Hiszpanii i Ameryce Łacińskiej |trans-title=Synerise opens a regional office in Madrid, aiming to expand in Spain and Latin America |url=https://ceo.com.pl/synerise-otwiera-biuro-regionalne-w-madrycie-celem-rozwoj-w-hiszpanii-i-ameryce-lacinskiej-23271 |access-date=2023-12-28 |website=CEO Magazyn Polska |language=pl-PL}}</ref> starting implementations in Spain and [[Latin America]].<ref name=":9">{{Cite web |last=Samborski |first=Wojciech |date=2020-06-01 |title=Polskie martechy: Synerise |trans-title=Polish martech companies: Synerise |url=https://nowymarketing.pl/a/26918,polskie-martechy-synerise |access-date=2022-09-13 |website=Nowy Marketing}}</ref>
Synerise focused on AI and martech markets in the [[Americas]], the [[Middle East]], and [[Asia–Pacific|APAC]] region including [[Malaysia]] and [[Singapore]].<ref name=":13" /> As a technological partner of Microsoft, Synerise cooperated with its clients in [[Spain]], [[Greece]], and [[Vietnam]]. In February 2019, Synerise opened an office in Dubai.<ref name=":11" /><ref name=":8" /> Since 2019, the company cooperates with [[Bank Pekao]],<ref>{{Cite web |last=Orzechowski |first=Hubert |date=2019-02-26 |title=Świetne wyniki Pekao w cieniu dwóch wież |trans-title=Great results of Pekao in the shadow of two towers |url=https://wyborcza.pl/7,155287,24494505,swietne-wyniki-pekao-w-cieniu-dwoch-wiez.html |access-date=2023-12-30 |website=Gazeta Wyborcza}}</ref> as well as [[Ernst & Young]], [[Bain & Company]], and Integrated Solutions.<ref name=":13" /> In May 2019, the company opened an office in [[Madrid]],<ref name=":10">{{Cite web |last= |date=2019-05-27 |title=Synerise otwiera biuro regionalne w Madrycie, celem rozwój w Hiszpanii i Ameryce Łacińskiej |trans-title=Synerise opens a regional office in Madrid, aiming to expand in Spain and Latin America |url=https://ceo.com.pl/synerise-otwiera-biuro-regionalne-w-madrycie-celem-rozwoj-w-hiszpanii-i-ameryce-lacinskiej-23271 |access-date=2023-12-28 |website=CEO Magazyn Polska |language=pl-PL}}</ref> starting implementations in Spain and [[Latin America]].<ref name=":9">{{Cite web |last=Samborski |first=Wojciech |date=2020-06-01 |title=Polskie martechy: Synerise |trans-title=Polish martech companies: Synerise |url=https://nowymarketing.pl/a/26918,polskie-martechy-synerise |access-date=2022-09-13 |website=Nowy Marketing}}</ref>


In June 2019, Synerise joined [[European Institute of Innovation and Technology]]'s [[Startup accelerator|seed accelerator]] program EIT Digital Accelerator.<ref>{{Cite web |title=AI scale-up Synerise joins EIT Digital Accelerator {{!}} EIT |url=https://eit.europa.eu/news-events/news/ai-scale-synerise-joins-eit-digital-accelerator |access-date=2024-01-01 |website=eit.europa.eu}}</ref> In February 2022, Synerise set a partnership with [[Ahmed bin Saeed Al Maktoum]]'s Seed Group, to join a [[digital transformation]] of the [[United Arab Emirates]].<ref>{{Cite web |last=Jemioło |first=Damian |date=2022-02-08 |title=Krakowski startup Synerise nawiązuje współpracę z szejkiem z Dubaju i jego firmą – Seed Group |trans-title=The Krakow startup Synerise is establishing cooperation with a sheikh from Dubai and his company - Seed Group |url=https://mamstartup.pl/krakowski-startup-synerise-nawiazuje-wspolprace-z-szejkiem-z-dubaju-i-jego-firma-seed-group/ |access-date=2024-01-05 |website=MamStartup |language=pl-PL}}</ref> In May 2022, Synerise raised a $23 million funding round led by a technology investment fund Carpathian Partners.<ref>{{Cite web |last=Singh |first=Vishal |date=2022-05-09 |title=Poland-based Synerise raises €21.9M for its AI-first behavioural data platform |url=https://siliconcanals.com/crowdfunding/synerise-raises-21-9m/ |access-date=2024-01-04 |website=Silicon Canals |language=en-US}}</ref> In December 2023, Simon Hay, formerly of [[Dunnhumby]], was appointed as Synerise's executive chairman.<ref name="Simon Hay" />
In June 2019, Synerise joined [[European Institute of Innovation and Technology]]'s [[Startup accelerator|seed accelerator]] program EIT Digital Accelerator.<ref>{{Cite web |title=AI scale-up Synerise joins EIT Digital Accelerator {{!}} EIT |url=https://eit.europa.eu/news-events/news/ai-scale-synerise-joins-eit-digital-accelerator |access-date=2024-01-01 |website=eit.europa.eu}}</ref> In February 2022, Synerise set a partnership with [[Ahmed bin Saeed Al Maktoum]]'s Seed Group, to join a [[digital transformation]] of the [[United Arab Emirates]].<ref>{{Cite web |last=Jemioło |first=Damian |date=2022-02-08 |title=Krakowski startup Synerise nawiązuje współpracę z szejkiem z Dubaju i jego firmą – Seed Group |trans-title=The Krakow startup Synerise is establishing cooperation with a sheikh from Dubai and his company - Seed Group |url=https://mamstartup.pl/krakowski-startup-synerise-nawiazuje-wspolprace-z-szejkiem-z-dubaju-i-jego-firma-seed-group/ |access-date=2024-01-05 |website=MamStartup |language=pl-PL}}</ref> In May 2022, Synerise raised a $23 million funding round led by a technology investment fund Carpathian Partners.<ref name=":25" /><ref>{{Cite web |last=Singh |first=Vishal |date=2022-05-09 |title=Poland-based Synerise raises €21.9M for its AI-first behavioural data platform |url=https://siliconcanals.com/crowdfunding/synerise-raises-21-9m/ |access-date=2024-01-04 |website=Silicon Canals |language=en-US}}</ref> In December 2023, Simon Hay, formerly of [[Dunnhumby]], was appointed as Synerise's executive chairman.<ref name="Simon Hay" />


== Software and services ==
== Software and services ==
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=== IT Infrastructure ===
=== IT Infrastructure ===
The company develops proprietary AI technologies: [[data processing]], a [[Database|database system]], and an [[open platform]].<ref name=":21" /> Synerise uses the [[Open source|open build environment]] of Microsoft Azure with big-data management service HDInsight, which allows the use of features of [[Open source|open-source]] data analysis tool [[Apache Hadoop]], as well as [[Orchestration (computing)|container orchestration]] utilities [[Apache Kafka]] and [[Kubernetes]].<ref name=":16" /><ref name=":20" />
The company develops proprietary AI technologies: [[data processing]], a [[Database|database system]], and an [[open platform]].<ref name=":21" /> As an all-in-one ecosystem, the Synerise platform processes billions of [[Data event|user data events]] in [[Real-time computing|real-time]], across multiple channels, which allows for the creation of [[Personalized marketing|personalized customer shopping paths]], and comprehensive customer relationship management. Until June 2018, the Synerise platform had analyzed for its customers over 4 billion purchase transactions, with a value of almost 10 billion Euro per month, and it’s capable of processing 100 thousands of simultaneous [[Web server|requests per second]], for personalized content based on deep, [[Dynamic software updating|dynamic segmentation]] all over the world.<ref name=":16" /> The company has in its systems transaction data and behavioral data on the subject of nearly 120 billion transactions, which corresponds to approximately 5 percent of Polish [[Gross domestic product|GDP]].<ref name=":8" />

As an all-in-one ecosystem, the Synerise platform obtains billions of [[Data event|user data events]] in [[Real-time computing|real-time]], across multiple channels, which allows for the creation of [[Personalized marketing|personalized customer shopping paths]], and comprehensive customer relationship management, including [[real-time bidding]]. Until June 2018, the Synerise platform had analyzed for its customers over 4 billion purchase transactions, with a value of almost 10 billion Euro per month, and it’s capable of processing 100 thousands of simultaneous [[Web server|requests per second]], for personalized content based on deep, [[Dynamic software updating|dynamic segmentation]] all over the world.<ref name=":16" /> The company has in its systems transaction data and behavioral data on the subject of nearly 120 billion transactions, which corresponds to approximately 5 percent of Polish [[Gross domestic product|GDP]].<ref name=":8" />


Synerise is one of the few companies that created its own database from scratch.<ref name=":22">{{Cite web |last=Mielczarek |first=Adam |date=2019-03-01 |title=Nie planuję być bogaty |trans-title=I'm not planing to be rich |url=http://images.nexto.pl/upload/wysiwyg/magazines/2019/tarsago/my_company_polska/public/my_company_polska-tarsago-2019_03-demo.pdf |access-date=2024-01-12 |website=My Company Polska |language=pl |via=nexto.pl}}</ref><ref name=":23">{{Cite web |date=2019-10-21 |title=AI-Driven Growth as a Service Platform |url=https://synerise.com/company/mission |url-status=dead |archive-url=https://web.archive.org/web/20191021222940/https://synerise.com/company/mission |archive-date=2019-10-21 |access-date=2024-01-01 |website=synerise.com |publisher=Synerise}}</ref> With an extensive product [[Software development kit|SDK]], the Synerise platform can build a coherent ecosystem including a mobile application, built-in marketing automation tool, scoring system, loyalty program, and gamification mechanism -- integrated with a PoS, registration, [[Single sign-on|SSO]], and e-commerce systems, with the ability to observe interactions and transactions in offline locations.<ref name=":12" />
Synerise is one of the few companies that created its own database from scratch.<ref name=":22">{{Cite web |last=Mielczarek |first=Adam |date=2019-03-01 |title=Nie planuję być bogaty |trans-title=I'm not planing to be rich |url=http://images.nexto.pl/upload/wysiwyg/magazines/2019/tarsago/my_company_polska/public/my_company_polska-tarsago-2019_03-demo.pdf |access-date=2024-01-12 |website=My Company Polska |language=pl |via=nexto.pl}}</ref><ref name=":23">{{Cite web |date=2019-10-21 |title=AI-Driven Growth as a Service Platform |url=https://synerise.com/company/mission |url-status=dead |archive-url=https://web.archive.org/web/20191021222940/https://synerise.com/company/mission |archive-date=2019-10-21 |access-date=2024-01-01 |website=synerise.com |publisher=Synerise}}</ref> With an extensive product [[Software development kit|SDK]], the Synerise platform can build a coherent ecosystem including a mobile application, built-in marketing automation tool, scoring system, loyalty program, and gamification mechanism -- integrated with a PoS, registration, [[Single sign-on|SSO]], and e-commerce systems, with the ability to observe interactions and transactions in offline locations.<ref name=":12" />
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The company began working on a project ''The Development of Inference Technology and Prediction of Consumer Behavior for Automation of Marketing and Sales Processes'', implemented under the [[European Regional Development Fund|European Funds]]’ Regional Operational Program of the [[Lesser Poland Voivodeship]] for 2014-2020. The project aims to develop prototype enforcement, and analytical modules supported by machine learning and artificial intelligence, integrated with multichannel platforms.<ref>{{Cite web |date=2018 |title=Rozwój technologii wnioskowania oraz predykcji zachowań konsumenckich dla automatyzacji procesów marketingowych oraz sprzedażowych |trans-title=The Development of Inference Technology and Prediction of Consumer Behavior for Automation of Marketing and Sales Processes |url=https://mapadotacji.gov.pl/projekty/761091/ |access-date=2023-12-30 |website=Mapa Dotacji UE |publisher=Ministerstwo Funduszy i Polityki Regionalnej}}</ref><ref>{{Cite web |title=Projekt NextGen Synerise |url=https://nextgen.synerise.com/ |access-date=2024-01-01 |website=nextgen.synerise.com}}</ref>
The company began working on a project ''The Development of Inference Technology and Prediction of Consumer Behavior for Automation of Marketing and Sales Processes'', implemented under the [[European Regional Development Fund|European Funds]]’ Regional Operational Program of the [[Lesser Poland Voivodeship]] for 2014-2020. The project aims to develop prototype enforcement, and analytical modules supported by machine learning and artificial intelligence, integrated with multichannel platforms.<ref>{{Cite web |date=2018 |title=Rozwój technologii wnioskowania oraz predykcji zachowań konsumenckich dla automatyzacji procesów marketingowych oraz sprzedażowych |trans-title=The Development of Inference Technology and Prediction of Consumer Behavior for Automation of Marketing and Sales Processes |url=https://mapadotacji.gov.pl/projekty/761091/ |access-date=2023-12-30 |website=Mapa Dotacji UE |publisher=Ministerstwo Funduszy i Polityki Regionalnej}}</ref><ref>{{Cite web |title=Projekt NextGen Synerise |url=https://nextgen.synerise.com/ |access-date=2024-01-01 |website=nextgen.synerise.com}}</ref>


In November 2020, Synerise [[Open-source software|open-sourced]] its AI algorithm Cleora, for [[Recommender system|recommendation]] and [[Predictive analytics|event prediction systems]].<ref>{{Cite web |last=Fedoruk |first=Aleksander |date=2020-11-07 |title=Sztuczna inteligencja nowej generacji made in Poland w natarciu. Synerise udostępniło autorski projekt w ramach open-source |trans-title=New generation artificial intelligence made in Poland on the offensive. Synerise has made its original project available as open-source |url=https://www.forbes.pl/technologie/synerise-algorytm-cleora-jako-open-source-jaroslaw-krolewski-o-ai/qw8tr0h |url-access=limited |access-date=2024-01-01 |website=Forbes |language=pl}}</ref><ref>{{cite arXiv |eprint=2102.02302 |class=cs.LG |first1=Barbara |last1=Rychalska |first2=Piotr |last2=Bąbel |title=Cleora: A Simple, Strong and Scalable Graph Embedding Scheme |date=2021-02-03 |last3=Gołuchowski |first3=Konrad |last4=Michałowski |first4=Andrzej |last5=Dąbrowski |first5=Jacek}}</ref> In January 2023, the company introduced a [[Behavioral modeling|behavioral-modeling]] AI platform BaseModel.<ref>{{Cite web |date=2023-01-13 |title=Project BaseModel |url=https://sair.synerise.com/project-basemodel/ |access-date=2024-01-04 |website=Synerise AI Research |language=en}}</ref>
In December 2018, Synerise introduced its own specialized R&D [[think tank]] Aigocracy Institute, with the mission of allowing various Data Science and AI models<ref name=":23" /> to improve the efficiency of business processes that are not yet present on the market.<ref name=":22" /> The Institute intends to contribute to the construction of a Polish AI-equipped [[electric car]].<ref name=":8" />

In January 2023, the company introduced a [[Behavioral modeling|behavioral-modeling]] AI platform BaseModel.<ref>{{Cite web |date=2023-01-13 |title=Project BaseModel |url=https://sair.synerise.com/project-basemodel/ |access-date=2024-01-04 |website=Synerise AI Research |language=en}}</ref>


== Related initiatives ==
== Related initiatives ==
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In April 2015, HG Intelligence initiated a non-profit project BeaconValley.io, making the open beacons network available to programmers, local companies and public institutions in order to identify users' needs.<ref>{{Cite web |date=2015-05-01 |title=BeaconValley.io - The Open Public Beacons Infrastucture |url=http://beaconvalley.io/ |url-status=dead |archive-url=https://web.archive.org/web/20150501071440/http://beaconvalley.io/ |archive-date=2015-05-01 |access-date=2024-01-01 }}</ref> The project’s hackathon was held in June 2015.<ref>{{Cite web |last=Bełcik |first=Anna |date=2015-04-28 |title=Kraków chce zostać beaconowym zagłębiem |trans-title=Kraków wants to become a beacon basin |url=https://www.pb.pl/krakow-chce-zostac-beaconowym-zaglebiem-791120 |url-access=subscription |access-date=2024-01-01 |website=Puls Biznesu |language=pl-PL}}</ref><ref>{{Cite web |last=Kłosowski |first=Łukasz |date=2015-04-29 |title=W Krakowie powstanie publiczna, otwarta dla programistów sieć beaconów |trans-title=A public network of beacons, open to developers, will be created in Krakow |url=https://gomobi.pl/news/w-krakowie-powstanie-publiczna-otwarta-dla-programistow-siec-beaconow/ |access-date=2024-01-01 |website=GoMobi.pl |language=en}}</ref>
In April 2015, HG Intelligence initiated a non-profit project BeaconValley.io, making the open beacons network available to programmers, local companies and public institutions in order to identify users' needs.<ref>{{Cite web |date=2015-05-01 |title=BeaconValley.io - The Open Public Beacons Infrastucture |url=http://beaconvalley.io/ |url-status=dead |archive-url=https://web.archive.org/web/20150501071440/http://beaconvalley.io/ |archive-date=2015-05-01 |access-date=2024-01-01 }}</ref> The project’s hackathon was held in June 2015.<ref>{{Cite web |last=Bełcik |first=Anna |date=2015-04-28 |title=Kraków chce zostać beaconowym zagłębiem |trans-title=Kraków wants to become a beacon basin |url=https://www.pb.pl/krakow-chce-zostac-beaconowym-zaglebiem-791120 |url-access=subscription |access-date=2024-01-01 |website=Puls Biznesu |language=pl-PL}}</ref><ref>{{Cite web |last=Kłosowski |first=Łukasz |date=2015-04-29 |title=W Krakowie powstanie publiczna, otwarta dla programistów sieć beaconów |trans-title=A public network of beacons, open to developers, will be created in Krakow |url=https://gomobi.pl/news/w-krakowie-powstanie-publiczna-otwarta-dla-programistow-siec-beaconow/ |access-date=2024-01-01 |website=GoMobi.pl |language=en}}</ref>


At Jarosław Królewski’s initiative, Synerise created a nationwide artificial intelligence teaching program AI Schools & Academy.<ref>{{Cite web |date=2019-07-01 |title=W nowy rok szkolny ze sztuczną inteligencją – startuje program AI Schools & Academy |trans-title=The AI Schools & Academy program starts in the new school year with artificial intelligence |url=https://mamstartup.pl/w-nowy-rok-szkolny-ze-sztuczna-inteligencja-startuje-program-ai-schools-academy/ |access-date=2024-01-01 |website=MamStartup.pl |language=pl-PL}}</ref> Its sponsors included Microsoft, EY, [[Powszechny Zakład Ubezpieczeń|PZU]],<ref>{{Cite web |date=2018-12-14 |title=PZU partnerem AI Schools & Academy – największego w historii programu nauczania sztucznej inteligencji w polskich szkołach |trans-title=PZU is a partner of AI Schools & Academy - the largest ever artificial intelligence teaching program in Polish schools |url=http://media.pzu.pl/informacje-prasowe/szczegoly/pzu-partnerem-ai-schools-academy-najwiekszego-w-historii-programu-nauc |access-date=2024-01-01 |website=PZU |language=pl}}</ref> Mediaexpert, CCC, [[Żabka (convenience store)|Żabka]], Bank Pekao,<ref>{{Cite web |date=2019-01-24 |title=Bank Pekao z Synerise idą w stronę sztucznej inteligencji |trans-title=Bank Pekao and Synerise are moving towards artificial intelligence |url=https://media.pekao.com.pl/pr/419112/bank-pekao-z-synerise-ida-w-strone-sztucznej-inteligencji |access-date=2024-01-01 |website=Bank Pekao S.A. |language=pl}}</ref> and Eobuwie. The initiative was inaugurated in December 2018, with an annual budget of PLN 6 million (US$1.6M).<ref>{{Cite web |last=Koprowiak |first=Izabela |date=2019-02-08 |title=Chwila z Jarosławem Królewskim. "Rozdaję 80 procent tego, co zarabiam" |trans-title=A moment with Jarosław Królewski. "I give away 80 percent of what I earn" |url=https://przegladsportowy.onet.pl/pilka-nozna/ekstraklasa/chwila-z-jaroslawem-krolewskim-rozdaje-80-procent-tego-co-zarabiam/m5sd75b |access-date=2024-01-01 |website=Przegląd Sportowy Onet |language=pl}}</ref> It consists of regular lessons, tailored to the age of students, for 1,500 institutions including kindergartens, and primary and secondary schools. From September 2019, they received access to [[open data]] courses and subsidies for supplementary classes.<ref>{{Cite web |last=Bełcik |first=Anna |date=2019-01-31 |title=Biznes sfinansuje szkołom nauczanie AI |trans-title=Business will finance schools to teach AI |url=https://www.pb.pl/biznes-sfinansuje-szkolom-nauczanie-ai-951979 |url-access=subscription |access-date=2024-01-01 |website=Puls Biznesu |language=pl-PL}}</ref><ref>{{Cite web |last= |title=AI Schools & Academy |url=https://aischools.pl/ |access-date=2024-01-01 |website=AI Schools & Academy |publisher=Synerise |language=pl-PL}}</ref><ref>{{Cite web |date=2019-07-01 |title=W nowy rok szkolny ze sztuczną inteligencją. Startuje program AI Schools & Academy |trans-title=Into the new school year with artificial intelligence. The AI Schools & Academy program is launched |url=https://bank.pl/w-nowy-rok-szkolny-ze-sztuczna-inteligencja-startuje-program-ai-schools-academy/ |access-date=2024-01-01 |language=pl-PL}}</ref>
At Jarosław Królewski’s initiative, Synerise created a nationwide artificial intelligence teaching program AI Schools & Academy.<ref>{{Cite web |date=2019-07-01 |title=W nowy rok szkolny ze sztuczną inteligencją – startuje program AI Schools & Academy |trans-title=The AI Schools & Academy program starts in the new school year with artificial intelligence |url=https://mamstartup.pl/w-nowy-rok-szkolny-ze-sztuczna-inteligencja-startuje-program-ai-schools-academy/ |access-date=2024-01-01 |website=MamStartup.pl |language=pl-PL}}</ref> Its sponsors included Microsoft, EY, [[Powszechny Zakład Ubezpieczeń|PZU]],<ref>{{Cite web |date=2018-12-14 |title=PZU partnerem AI Schools & Academy – największego w historii programu nauczania sztucznej inteligencji w polskich szkołach |trans-title=PZU is a partner of AI Schools & Academy - the largest ever artificial intelligence teaching program in Polish schools |url=http://media.pzu.pl/informacje-prasowe/szczegoly/pzu-partnerem-ai-schools-academy-najwiekszego-w-historii-programu-nauc |access-date=2024-01-01 |website=PZU |language=pl}}</ref> Mediaexpert, CCC, [[Żabka (convenience store)|Żabka]], Bank Pekao,<ref>{{Cite web |date=2019-01-24 |title=Bank Pekao z Synerise idą w stronę sztucznej inteligencji |trans-title=Bank Pekao and Synerise are moving towards artificial intelligence |url=https://media.pekao.com.pl/pr/419112/bank-pekao-z-synerise-ida-w-strone-sztucznej-inteligencji |access-date=2024-01-01 |website=Bank Pekao S.A. |language=pl}}</ref> and Eobuwie. The initiative was inaugurated in December 2018, with an annual budget of PLN 6 million (US$1.6M).<ref>{{Cite web |last=Koprowiak |first=Izabela |date=2019-02-08 |title=Chwila z Jarosławem Królewskim. "Rozdaję 80 procent tego, co zarabiam" |trans-title=A moment with Jarosław Królewski. "I give away 80 percent of what I earn" |url=https://przegladsportowy.onet.pl/pilka-nozna/ekstraklasa/chwila-z-jaroslawem-krolewskim-rozdaje-80-procent-tego-co-zarabiam/m5sd75b |access-date=2024-01-01 |website=Przegląd Sportowy Onet |language=pl}}</ref> It consisted of regular lessons, tailored to the age of students, for kindergartens, as well as primary and secondary schools. In September 2019, they received access to [[open data]] courses and subsidies for supplementary classes.<ref>{{Cite web |last=Bełcik |first=Anna |date=2019-01-31 |title=Biznes sfinansuje szkołom nauczanie AI |trans-title=Business will finance schools to teach AI |url=https://www.pb.pl/biznes-sfinansuje-szkolom-nauczanie-ai-951979 |url-access=subscription |access-date=2024-01-01 |website=Puls Biznesu |language=pl-PL}}</ref><ref>{{Cite web |last= |title=AI Schools & Academy |url=https://aischools.pl/ |access-date=2024-01-01 |website=AI Schools & Academy |publisher=Synerise |language=pl-PL}}</ref><ref>{{Cite web |date=2019-07-01 |title=W nowy rok szkolny ze sztuczną inteligencją. Startuje program AI Schools & Academy |trans-title=Into the new school year with artificial intelligence. The AI Schools & Academy program is launched |url=https://bank.pl/w-nowy-rok-szkolny-ze-sztuczna-inteligencja-startuje-program-ai-schools-academy/ |access-date=2024-01-01 |language=pl-PL}}</ref>


In November 2018, Synerise joined the partners of the [[Business incubator|acceleration program]] Elektro ScaleUp, in which the Polish Agency for Enterprise Development supports startups working on innovations in the electromobility industry.<ref>{{Cite web |date=2019-08-01 |title=Elektro ScaleUp |url=https://www.parp.gov.pl/component/grants/grants/elektro-scaleup |access-date=2024-01-01 |website=Polska Agencja Rozwoju Przedsiębiorczości}}</ref> Synerise representatives regularly participate in a public debate on the development of artificial intelligence and robotics in everyday life.<ref>{{Cite web |last=Matusiak |first=Tomasz |date=2018-10-11 |title=Roboty kontra ludzie. Czy maszyny i technologia zastąpią nas w pracy? |trans-title=Robots versus people. Will machines and technology replace us at work? |url=https://polskieradio24.pl/42/273/artykul/2201057,roboty-kontra-ludzie-czy-maszyny-i-technologia-zastapia-nas-w-pracy |access-date=2024-01-01 |website=polskieradio24.pl |language=pl-PL}}</ref>
In November 2018, Synerise joined the partners of the [[Business incubator|acceleration program]] Elektro ScaleUp, in which the Polish Agency for Enterprise Development supports startups working on innovations in the electromobility industry.<ref>{{Cite web |date=2019-08-01 |title=Elektro ScaleUp |url=https://www.parp.gov.pl/component/grants/grants/elektro-scaleup |access-date=2024-01-01 |website=Polska Agencja Rozwoju Przedsiębiorczości}}</ref> Synerise representatives regularly participate in a public debate on the development of artificial intelligence and robotics in everyday life.<ref>{{Cite web |last=Matusiak |first=Tomasz |date=2018-10-11 |title=Roboty kontra ludzie. Czy maszyny i technologia zastąpią nas w pracy? |trans-title=Robots versus people. Will machines and technology replace us at work? |url=https://polskieradio24.pl/42/273/artykul/2201057,roboty-kontra-ludzie-czy-maszyny-i-technologia-zastapia-nas-w-pracy |access-date=2024-01-01 |website=polskieradio24.pl |language=pl-PL}}</ref>


In August 2021, Synerise provided a platform for the Białystok Oncology Center to register patients for [[Preventive healthcare|preventive]] [[Breast cancer|breast tests]].<ref>{{Cite web |last=Ferenc |first=Monika |date=2021-08-18 |title=Porozumienie Zielonogórskie w trosce o zdrowie kobiet |trans-title=Zielona Góra Agreement for the sake of women's health |url=https://www.onkologia.bialystok.pl/news/906-wspolpraca-bco-porozumienie-zielonogorskie-w-trosce-o-zdrowie-kobiet |access-date=2024-01-22 |website=Białostockie Centrum Onkologii im. Marii Skłodowskiej-Curie |language=pl}}</ref><ref>{{Cite web |last=Redmerska |first=Katarzyna |date=2021-08-19 |title=Białostockie Centrum Onkologii umówi pacjentki na mammografię |trans-title=The Białystok Oncology Center will arrange mammography for patients |url=https://www.prawo.pl/zdrowie/bialostockie-centrum-onkologii-platforma-do-zglaszania-pacjentek,510123.html |access-date=2024-01-22 |website=Prawo.pl |language=pl}}</ref>
In November 2020, Synerise [[Open-source software|open-sourced]] its AI algorithm Cleora, for [[Recommender system|recommendation]] and [[Predictive analytics|event prediction systems]].<ref>{{Cite web |last=Fedoruk |first=Aleksander |date=2020-11-07 |title=Sztuczna inteligencja nowej generacji made in Poland w natarciu. Synerise udostępniło autorski projekt w ramach open-source |trans-title=New generation artificial intelligence made in Poland on the offensive. Synerise has made its original project available as open-source |url=https://www.forbes.pl/technologie/synerise-algorytm-cleora-jako-open-source-jaroslaw-krolewski-o-ai/qw8tr0h |url-access=limited |access-date=2024-01-01 |website=Forbes |language=pl}}</ref><ref>{{cite arXiv|last1=Rychalska |first1=Barbara |title=Cleora: A Simple, Strong and Scalable Graph Embedding Scheme |date=2021-02-03 |eprint=2102.02302 |last2=Bąbel |first2=Piotr |last3=Gołuchowski |first3=Konrad |last4=Michałowski |first4=Andrzej |last5=Dąbrowski |first5=Jacek|class=cs.LG }}</ref>


=== Book publications ===
=== Book publications ===
Królewski was the initiator and co-editor (with Paweł Sala) of the [[textbook]] ''E-Marketing. Contemporary Trends. Starter Pack'', with its first edition co-written by 33 authors, released first in November 2013 by [[Polish Scientific Publishers PWN|Wydawnictwo Naukowe PWN]].<ref>{{Cite web |last=Królewski |first=Jarosław |last2=Sala |first2=Paweł |date=2013-11-01 |title=E-marketing |url=http://emarketing.pwn.pl/ |access-date=2024-01-01 |website=E-marketing |publisher=Wydawnictwo Naukowe PWN |language=en}}</ref><ref>{{Cite web |last=Topolska |first=Ewa |date=2013-11-15 |title=Mobile marketing to najbardziej perspektywiczny obszar marketingu – wywiad z J. Królewskim i P. Salą, autorami nowej książki "E-Marketing" |trans-title=Mobile marketing is the most promising area of marketing - interview with J. Królewski and P. Sala, authors of the new book "E-Marketing" |url=https://mobiletrends.pl/mobile-marketing-to-najbardziej-perspektywiczny-obszar-marketingu-wywiad-z-j-krolewskim-i-p-sala-autorami-nowej-ksiazki-e-marketing/ |access-date=2024-01-01 |website=MobileTrends |language=pl}}</ref>
Królewski was the initiator and co-editor (with Paweł Sala) of the [[textbook]] ''E-Marketing. Contemporary Trends. Starter Pack'', with its first edition co-written by 33 authors, released first in November 2013 by [[Polish Scientific Publishers PWN|Wydawnictwo Naukowe PWN]].<ref>{{Cite web |last=Królewski |first=Jarosław |last2=Sala |first2=Paweł |date=2013-11-01 |title=E-marketing |url=http://emarketing.pwn.pl/ |access-date=2024-01-01 |website=E-marketing |publisher=Wydawnictwo Naukowe PWN |language=en}}</ref><ref>{{Cite web |last=Topolska |first=Ewa |date=2013-11-15 |title=Mobile marketing to najbardziej perspektywiczny obszar marketingu – wywiad z J. Królewskim i P. Salą, autorami nowej książki "E-Marketing" |trans-title=Mobile marketing is the most promising area of marketing - interview with J. Królewski and P. Sala, authors of the new book "E-Marketing" |url=https://mobiletrends.pl/mobile-marketing-to-najbardziej-perspektywiczny-obszar-marketingu-wywiad-z-j-krolewskim-i-p-sala-autorami-nowej-ksiazki-e-marketing/ |access-date=2024-01-01 |website=MobileTrends |language=pl}}</ref>


In May 2015, Marcin Zaremba, Synerise’s [[chief product officer]], published a textbook ''Mobile for managers, or how to create good mobile products'' ("Mobile dla menedżerów czyli jak tworzyć dobre produkty mobilne").<ref>{{Cite web |date=2018-09-11 |title=Marcin Zaremba Chief Product Officerem w Synerise |trans-title=Marcin Zaremba is the Chief Product Officer at Synerise |url=http://interaktywnie.com/biznes/newsy/ludzie/marcin-zaremba-chief-product-officerem-w-synerise-257874 |access-date=2024-01-01 |website=interaktywnie.com |language=pl}}</ref><ref>{{Cite web |last=Zaremba |first=Marcin |date=2015-06-06 |title=Napisałem książkę |trans-title=I wrote a book |url=https://marcinzaremba.pl/2015/06/06/napisalem-ksiazke/ |access-date=2024-01-15 |website=marcinzaremba.pl |language=pl-PL}}</ref>
In May 2015, Marcin Zaremba, Synerise’s former [[chief product officer]], published a textbook ''Mobile for managers, or how to create good mobile products'' ("Mobile dla menedżerów czyli jak tworzyć dobre produkty mobilne").<ref>{{Cite web |date=2018-09-11 |title=Marcin Zaremba Chief Product Officerem w Synerise |trans-title=Marcin Zaremba is the Chief Product Officer at Synerise |url=http://interaktywnie.com/biznes/newsy/ludzie/marcin-zaremba-chief-product-officerem-w-synerise-257874 |access-date=2024-01-01 |website=interaktywnie.com |language=pl}}</ref><ref>{{Cite web |last=Zaremba |first=Marcin |date=2015-06-06 |title=Napisałem książkę |trans-title=I wrote a book |url=https://marcinzaremba.pl/2015/06/06/napisalem-ksiazke/ |access-date=2024-01-15 |website=marcinzaremba.pl |language=pl-PL}}</ref>


In May 2023, Królewski and Rybiński published a joint [[essay]] ''Algocracy. How and why is artificial intelligence changing everything?'' ("Algokracja. Jak i dlaczego sztuczna inteligencja zmienia wszystko?", Wydawnictwo Naukowe PWN).<ref>{{Cite web |title=„Algokracja. Jak i dlaczego sztuczna inteligencja zmienia wszystko?" książka K. Rybińskiego i J. Królewskiego |trans-title=“Algocracy. How and why does artificial intelligence change everything?" book by K. Rybiński and J. Królewski |url=https://www.forbes.pl/biznes/algokracja-jak-i-dlaczego-sztuczna-inteligencja-zmienia-wszystko-ksiazka-k/lv3jdfx |access-date=2024-01-15 |website=Forbes |language=pl}}</ref>
In May 2023, Królewski and Rybiński published an [[essay]] ''Algocracy. How and why is artificial intelligence changing everything?'' ("Algokracja. Jak i dlaczego sztuczna inteligencja zmienia wszystko?", Wydawnictwo Naukowe PWN).<ref>{{Cite web |title=„Algokracja. Jak i dlaczego sztuczna inteligencja zmienia wszystko?" książka K. Rybińskiego i J. Królewskiego |trans-title=“Algocracy. How and why does artificial intelligence change everything?" book by K. Rybiński and J. Królewski |url=https://www.forbes.pl/biznes/algokracja-jak-i-dlaczego-sztuczna-inteligencja-zmienia-wszystko-ksiazka-k/lv3jdfx |access-date=2024-01-15 |website=Forbes |language=pl}}</ref>


== Awards and accolades ==
== Awards and accolades ==

Revision as of 20:55, 22 January 2024

Synerise
FormerlyHG Intelligence
Company typeJoint-stock company
Industry
FoundedJune 20, 2013; 11 years ago (2013-06-20)
Founder
HeadquartersZabłocie 43B, ,
Number of locations
4 offices (2023)
Area served
Worldwide
Key people
Products
  • AI Growth Cloud
  • Terrarium[11]
Brands
Services
RevenueIncrease US$9.2 million[14] (2023)
Steady US$1.7 million[14] (2020)
Number of employees
Increase 160[15] (2022)
Websitesynerise.com

Synerise (/ˈsɪnɛˌrz/)[16] is a Polish software development company headquartered in Kraków, Poland. It develops and licenses its namesake enterprise-class data platform based on business intelligence systems and artificial intelligence that analyzes and interprets behavioral data, and automates business processes.

Synerise’s other proprietary solutions include an AI algorithm for recommendation and event prediction systems,[12] a foundation model for behavioral data,[13] and a column-and-row database management system.[11]

The company has also offices in Warsaw, San Francisco,[17] and Dubai.[18] As of April 2022, the company’s value was estimated at US$92–138 million.[14]

History

Origins

In July 2012,[19] Miłosz Baluś, Krzysztof Kochmański, and Jarosław Królewski,[20] colleagues from an interactive agency Eskadra in Kraków, set up their own software house Humanoit Group.[21] The company created project management systems, applications for managing educational units, online survey, and social research tools, as well as HoReCa industry managers.[22][23]

Baluś, then a development director, is a geoinformatics graduate of the AGH University of Krakow. From 2007, he was a team leader, and later he managed the agency’s web-and-mobile branch.[24][25] Kochmański is a graphic designer. Królewski, a UI/UX manager and front-end developer, and the president of the new company,[20] is a sociologist, programmer, researcher, and lecturer at the AGH.[1][26][27]

In 2013, Baluś, Kochmański, and Królewski were involved in creating an email marketing platform Freshmail.[28] Humanoit Group focused on consumer insights.[21][29][30]

Focus on big data and AI

On June 20, 2013, the Krakow Technology Park’s Seed Fund invested in Humanoit Group’s new business-intelligence and big data venture.[31] A new company HG Intelligence was launched, with focus on a platform that supported and executed complex business operations of companies and corporations in their customer relationship management.[32][33] In September 2013, HG Intelligence established its pivotal partnership with the footwear and fashion manufacturer Grupa Gino Rossi.[34][35]

In February 2014, the two companies launched a first retail initiative in Poland based on Bluetooth Low Energy[36][37] – a business analytics tool that merged big data with machine learning mechanisms to optimize sales and marketing.[38] The multi-channel business intelligence platform called “Synerise,” combined with beacons and a mobile app, would enable analysis of consumer behavior, determine their needs through mobile payments, marketing automation, and strengthen customer loyalty.[21][29][39] With the iBeacon technology and connection to PoS systems,[40][41][42] it integrated online and offline consumer activity data.[29][43]

Increase in value

In December 2015, Microsoft included HG Intelligence to its startup-support program BizSpark that icluded a grant for consuming the cloud-computing power of Microsoft Azure.[44][45] By then, the investment fund Satus Venture joined the Kraków Technology Park’s Seed Fund as investor in HG Intelligence.[33][46][47] On July 1, 2016, HG Intelligence formally renamed itself after its platform, as Synerise.[31]

In September 2016, the company achieved a valuation of PLN 50 million (US$13.1 million), and raised capital in a private offering from angel investors to develop a new class of products,[48][49] and introduce the platform to the segment of small and medium-sized enterprises.[44] In January 2017, the Synerise platform became a fully commercial product,[50][51] while being developed for the use in e-commerce,[52] and to measure marketing effectiveness (in integration with DoubleClick).[53]

In June 2017, Satus Venture’s minority shares in Synerise became subject of a transaction with a 29-fold return on investment, and Synerise was recapitalized with PLN 16.4 million.[33][50][54] The issue was used for developing algorithms of autonomous processes. In 2018, the company invested PLN 25 million (US$6.6 million) in development of AI and automation solutions. In 2019, the company invested further PLN 35 million (US$9.3 million) on research and development of autonomous processes algorithms.[55][56][57]

Expanding the presence

During its first four years, Synerise has been recognized as one of the fastest growing companies in Poland, it achieved a valuation of US$85M.[55][58] Throughout 2018, a breakthrough year for the company, Synerise and its AI business solutions achieved a threefold increase in its user base.[55][57] According to Forbes, Synerise has been "one of the most promising technology companies in Poland," while the company's CEO Królewski was named "a visionary computer scientist," and "one of the most promising young Polish businessmen in the tech industry."[50]

As of January 2019, the company did not intend to tie up to an investor.[50] It invested in intellectual property, new data storage systems, and expanding its AI specialty.[6][59] In September 2018, for its “Chief Ideator,” the company enrolled economist Krzysztof Rybiński, former vice-president of the National Bank of Poland, and professor of data science at the Vistula University.[8][60][61]

Synerise focused on AI and martech markets in the Americas, the Middle East, and APAC region including Malaysia and Singapore.[57] As a technological partner of Microsoft, Synerise cooperated with its clients in Spain, Greece, and Vietnam. In February 2019, Synerise opened an office in Dubai.[18][50] Since 2019, the company cooperates with Bank Pekao,[62] as well as Ernst & Young, Bain & Company, and Integrated Solutions.[57] In May 2019, the company opened an office in Madrid,[63] starting implementations in Spain and Latin America.[64]

In June 2019, Synerise joined European Institute of Innovation and Technology's seed accelerator program EIT Digital Accelerator.[65] In February 2022, Synerise set a partnership with Ahmed bin Saeed Al Maktoum's Seed Group, to join a digital transformation of the United Arab Emirates.[66] In May 2022, Synerise raised a $23 million funding round led by a technology investment fund Carpathian Partners.[17][67] In December 2023, Simon Hay, formerly of Dunnhumby, was appointed as Synerise's executive chairman.[2]

Software and services

Data collection and analysis

AI Growth Cloud
Developer(s)Synerise
Platform
TypeBehavior-based robotics
Websitesynerise.com Edit this on Wikidata

Synerise’s platform AI Growth Cloud, developed at the end of 2015, is a business-intelligence ecosystem, enhanced by AI algorithms. It uses big data insights in business development, to help brands unify their data management, understand the behavior of customers, and better respond to their needs.[16][30][68][69]

The platform monitors and analyzes all the consumer's experiences with a given brand: the frequency of visits to stores and purchases, as well as every instance of interest in a product. The platform is integrated with the brand owner’s websites, systems and social networking sites. Whereas, Wi-Fi sensors create maps of consumer shopping paths, by measuring the time a consumer spent in a given store, and at which shelves he stopped by the longest. The analysis also takes into account external factors including the dollar exchange rate, and weather conditions.[68]

Next, the platform analyzes shopping activities of smartphone owners in real time, by examining the speed of reaction to sales messages, as well as predicting consumer behavior and estimating their wealth level.[68]

Use in practice

The obtained data on consumer behavior constitute up-to-date assistance in management of sales, pricing strategy, and product segmentation. The analysis of the collected transactional and behavioral data allows for individual scoring and segmentation of consumers, as well as automation of marketing activities and creation of personalized loyalty programs. As a result, the platform’s tools increase sales effectiveness and generate new revenue or savings.[46][57][70]

The platform's features are based on an AI-driven analysis combined with a semantic network, predictive analysis, machine learning, and marketing automation.[71] For the needs of the platform, Synerise develops methods for processing large amounts of data on a global scale, with its own database engine in memory.[57][72]

Synerise enables the integration of warehouse systems, product availability, loyalty programs and customer data from both systems to conduct marketing activities (email, SMS, proximity), as well as activity on websites and social media. It is also possible to create and develop loyalty programs that allow for effective transactions in stores by integrating with POS systems.[47]

IT Infrastructure

The company develops proprietary AI technologies: data processing, a database system, and an open platform.[70] As an all-in-one ecosystem, the Synerise platform processes billions of user data events in real-time, across multiple channels, which allows for the creation of personalized customer shopping paths, and comprehensive customer relationship management. Until June 2018, the Synerise platform had analyzed for its customers over 4 billion purchase transactions, with a value of almost 10 billion Euro per month, and it’s capable of processing 100 thousands of simultaneous requests per second, for personalized content based on deep, dynamic segmentation all over the world.[16] The company has in its systems transaction data and behavioral data on the subject of nearly 120 billion transactions, which corresponds to approximately 5 percent of Polish GDP.[50]

Synerise is one of the few companies that created its own database from scratch.[73][74] With an extensive product SDK, the Synerise platform can build a coherent ecosystem including a mobile application, built-in marketing automation tool, scoring system, loyalty program, and gamification mechanism -- integrated with a PoS, registration, SSO, and e-commerce systems, with the ability to observe interactions and transactions in offline locations.[30]

Research & Development

In its own words, Synerise is “an engineering company, offensively introducing new products.”[74] It focuses on the expansion in the field of intelligent systems. It cooperates with international corporations including retail, finance, telecommunications, and e-commerce, as well as research-and-development organizations.[74]

The company began working on a project The Development of Inference Technology and Prediction of Consumer Behavior for Automation of Marketing and Sales Processes, implemented under the European Funds’ Regional Operational Program of the Lesser Poland Voivodeship for 2014-2020. The project aims to develop prototype enforcement, and analytical modules supported by machine learning and artificial intelligence, integrated with multichannel platforms.[75][76]

In November 2020, Synerise open-sourced its AI algorithm Cleora, for recommendation and event prediction systems.[77][78] In January 2023, the company introduced a behavioral-modeling AI platform BaseModel.[79]

Partnerships with universities

Synerise cooperates with the AGH University of Krakow, the company co-finances new post-graduate business-and-technology studies in the field of internet marketing, along with digital economy studies. The programs were co-founded by Królewski.[21][48]

In August 2018, Synerise in cooperation with the Poznań University of Economics and Business established doctoral studies in data science in business and administration, as part of the Implementation Doctorate program organized by the Polish Ministry of Science and Higher Education, the first such program in Poland for professionals working on AI solutions.[80]

Wisła Kraków

Since 2019, Synerise has been the official sponsor of the Polish football club Wisła Kraków (Królewski is its president and co-owner). In addition to the flagship team, the company also supports the Wisła Academy and the women's section.[81][82]

Other initiatives

In April 2015, HG Intelligence initiated a non-profit project BeaconValley.io, making the open beacons network available to programmers, local companies and public institutions in order to identify users' needs.[83] The project’s hackathon was held in June 2015.[84][85]

At Jarosław Królewski’s initiative, Synerise created a nationwide artificial intelligence teaching program AI Schools & Academy.[86] Its sponsors included Microsoft, EY, PZU,[87] Mediaexpert, CCC, Żabka, Bank Pekao,[88] and Eobuwie. The initiative was inaugurated in December 2018, with an annual budget of PLN 6 million (US$1.6M).[89] It consisted of regular lessons, tailored to the age of students, for kindergartens, as well as primary and secondary schools. In September 2019, they received access to open data courses and subsidies for supplementary classes.[90][91][92]

In November 2018, Synerise joined the partners of the acceleration program Elektro ScaleUp, in which the Polish Agency for Enterprise Development supports startups working on innovations in the electromobility industry.[93] Synerise representatives regularly participate in a public debate on the development of artificial intelligence and robotics in everyday life.[94]

In August 2021, Synerise provided a platform for the Białystok Oncology Center to register patients for preventive breast tests.[95][96]

Book publications

Królewski was the initiator and co-editor (with Paweł Sala) of the textbook E-Marketing. Contemporary Trends. Starter Pack, with its first edition co-written by 33 authors, released first in November 2013 by Wydawnictwo Naukowe PWN.[97][98]

In May 2015, Marcin Zaremba, Synerise’s former chief product officer, published a textbook Mobile for managers, or how to create good mobile products ("Mobile dla menedżerów czyli jak tworzyć dobre produkty mobilne").[99][100]

In May 2023, Królewski and Rybiński published an essay Algocracy. How and why is artificial intelligence changing everything? ("Algokracja. Jak i dlaczego sztuczna inteligencja zmienia wszystko?", Wydawnictwo Naukowe PWN).[101]

Awards and accolades

In October 2017, Synerise was among ten showcasing companies in the “Startups in the Palace” presentations in the Presidential Palace in Warsaw.”[102][103] In November 2017, Financial Times featured Baluś, Kochmański and Królewski in its “New Europe 100” list of “Eastern Europe’s brightest and best citizens who are changing the region’s societies, politics or business environments.”[104]

External videos
video icon Jarosław Królewski on Synerise (2018)
video icon Królewski awarded at the Ernst & Young Entrepreneur of the Year Award competition (2018)
video icon Microsoft CEO Satya Nadella about Synerise (2017)

In February 2018, Synerise’s CEO Jarosław Królewski was selected to Ernst & Young startup program EY Accelerating Entrepreneurs, among 30 technology entrepreneurs from all over the world, who represent dynamic businesses that focus on innovative and disruptive fields.[105] In March 2018, Królewski was awarded the Special Jury Award as one of the Polish finalists of the Ernst & Young Entrepreneur of the Year Award competition, “for creating a technology company in which the founder has skilfully combined academic activity with entrepreneurship.”[59][106]

In June 2018, Synerise was recognized by Microsoft for technology innovation, as one of global “Retail Partner of the Year” finalists.[55][107] President of Microsoft Satya Nadella called Synerise a "next generation marketing cloud."[55] In 2016 and 2017, Synerise was recognized by Microsoft as one of the largest Microsoft Azure key partners, with computing grants of over US$200,000. In November 2018, Królewski was among the "Innovation and Technology" winners of the “Digital Shapers” list of outstanding personalities of the Polish digital world and new technologies created by the foundation Digital Poland.[108]

In March 2019, Synerise received the Economic Forum award, as the Polish ICT Company of the Year, "for the implementation of an innovative educational program based on AI."[109] In June 2021, Synerise was third in the Association for Computing Machinery's International Knowledge Discovery and Data Mining Competition.[110][111][112] In March 2022, Synerise was listed 70th in the Financial Times and Statista's ranking "FT 1000" of Europe’s fastest growing companies.[113]

References

  1. ^ a b "Jarosław Królewski". synerise.com. Retrieved 2023-12-28.
  2. ^ a b "Simon Hay Appointed as Executive Chairman at Synerise, Set to Scale AI Innovations". synerise.com. 2023-12-06. Retrieved 2023-12-30.
  3. ^ "Synerise Press Kit" (PDF). Synerise. 2019. Retrieved 2014-01-01 – via Prowly.
  4. ^ "Senior Digital Transformation Executive Joins Synerise". prnewswire.com. 2018-05-07. Retrieved 2024-01-04.
  5. ^ "Zespół Synerise zwyciężył Rakuten Data Challenge 2020" [The Synerise team won the Rakuten Data Challenge 2020]. CEO Magazyn Polska (in Polish). 2020-07-30. Retrieved 2024-01-01.
  6. ^ a b "Senior Oracle Executive Joins Synerise". synerise.com. 2019-01-15. Archived from the original on 2020-10-01. Retrieved 2023-12-29.
  7. ^ "Ekspresowy wzrost Synerise. Firma potraja liczbę klientów oraz pracowników" [Express growth of Synerise. The company triples the number of customers and employees]. CEO Magazyn Polska (in Polish). 2018-11-22. Retrieved 2023-12-29.
  8. ^ a b Augustyniak, Szymon (2018-09-11). "Adaptacja AI zdecyduje o randze naszej gospodarki" [AI adaptation will determine the rank of our economy]. Computerworld (in Polish). Retrieved 2023-12-30.
  9. ^ "Marcin Zaremba Chief Product Officerem w Synerise" [Marcin Zaremba becomes Chief Product Officer at Synerise]. CEO Magazyn Polska (in Polish). 2018-09-13. Retrieved 2024-01-01.
  10. ^ "Małgorzata Marcinkowska: z globalnej roli w Oriflame na szefową ds. projektowania doświadczeń klientów Synerise" [Małgorzata Marcinkowska: from a global role at Oriflame to the head of customer experience design at Synerise]. Nowy Marketing. 2019-09-11. Retrieved 2024-01-01.
  11. ^ a b Bogusławski, Tomasz (2022-05-09). "EY advising Synerise in Series B investment round". ey.com. Retrieved 2024-01-01.
  12. ^ a b "Cleora.AI | Create Your Enterprise Embeddings with 1 Click". Cleora AI. Retrieved 2024-01-04.
  13. ^ a b "BaseModel.AI | Apply science to behavioral data. Automatically". basemodel.ai. Retrieved 2024-01-04.
  14. ^ a b c "Synerise company information, funding & investors". Dealroom.co. 2022-04-01. Retrieved 2024-01-04.
  15. ^ Żurawski, Wojciech (2022-04-24). "Coraz więcej firm woli nerdów od bywalców salonów" [More and more companies prefer nerds to showroom goers]. wnp.pl (in Polish). Retrieved 2024-01-01.
  16. ^ a b c "Microsoft Customer Stories". Microsoft Customers Stories. Microsoft. Retrieved 2023-12-27.
  17. ^ a b Bogusławski, Tomasz (2022-05-09). "EY advising Synerise in Series B investment round". ey.com. Ernst & Young Global Limited. Retrieved 2023-12-28.
  18. ^ a b "Synerise accelerates its global presence with a new office in Dubai". synerise.com. 2020-09-20. Archived from the original on 2020-09-20. Retrieved 2023-12-28.
  19. ^ "KRS 0000426437, HUMANOIT GROUP SPÓŁKA Z OGRANICZONĄ ODPOWIEDZIALNOŚCIĄ SPÓŁKA KOMANDYTOWA, KRAKÓW, 6772369932". rejestrkrs.pl. Retrieved 2023-12-28.
  20. ^ a b opcom (2009-11-29), Eskadra Opcom Team, Flickr, retrieved 2023-12-28
  21. ^ a b c d Turek, Adam (2015-01-13). "Beacony, grywalizacja, programy lojalnościowe – produkty krakowskiego start-upu wprowadziła duża sieć handlowa" [Beacons, gamification, loyalty programs - the products of the Krakow start-up were introduced by a large retail chain]. INNPoland.pl (in Polish). Retrieved 2023-12-28.
  22. ^ "Humanoit Group - Investments in software, hardware and IT solutions". Humanoit Group. 2014-11-05. Archived from the original on 2014-11-05. Retrieved 2023-12-28.
  23. ^ "HG | Products & brands". Humanoit Group. 2014-10-18. Archived from the original on 2014-10-18. Retrieved 2023-12-28.
  24. ^ "Współpracownicy Wydziału" [Faculty Contributors]. Wydział Humanistyczny AGH. Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie. 2019-01-26. Archived from the original on 2019-01-26. Retrieved 2023-12-28.
  25. ^ tw (2010-12-15). "Eskadra Opcom wprowadza ofertę digitalDNA" [Eskadra Opcom introduces the digitalDNA offer]. wirtualnemedia.pl (in Polish). Retrieved 2023-12-28.
  26. ^ "Jarosław Królewski – "Przewiduję przyszłość, dzięki sztucznej inteligencji"" [Jarosław Królewski – "I predict the future thanks to artificial intelligence"]. Zobacz, co nas łączy. Akademia Górniczo-Hutnicza. 2014.
  27. ^ Kasicki, Władysław (2015-08-28). "Gino Rossi: beacony pomagają sprzedać więcej butów" [Gino Rossi: beacons help sell more shoes]. Computerworld (in Polish). Retrieved 2023-12-28.
  28. ^ Program do mailingu FreshMail - przewagi [FreshMail mailing program - advantages] (in Polish), FreshMail, 2013-05-15, retrieved 2024-01-22 – via Vimeo
  29. ^ a b c Bełcik, Anna (2014-11-18). "Klient w oku beaconu" [Customer in the eye of the beacon]. Puls Biznesu (in Polish). Retrieved 2023-12-28.
  30. ^ a b c Kurasiński, Artur (2016-09-12). "Jarosław Królewski (Synerise) – Budujemy Świętego Graala marketingu" [Jarosław Królewski (Synerise) – We are building the Holy Grail of marketing]. Blog Artura Kurasińskiego (in Polish). Retrieved 2023-12-28.
  31. ^ a b "KRS 0000468034, SYNERISE SPÓŁKA AKCYJNA, KRAKÓW, 6793093292". rejestrkrs.pl. Retrieved 2023-12-29.
  32. ^ "Portfolio". Fundusz Zalążkowy KPT. 2018-03-30. Archived from the original on 2018-03-30. Retrieved 2023-12-29.
  33. ^ a b c Marynowicz, Grzegorz (2017-07-07). "Sprzedali start-up za 29 krotność zainwestowanego kapitału. Jak się to robi?" [They sold the start-up for 29 times the invested capital. How is it done?]. MamBiznes.pl (in Polish). Retrieved 2023-12-29.
  34. ^ "Press & Media". Humanoit Group. 2014-10-18. Archived from the original on 2014-10-18. Retrieved 2023-12-28.
  35. ^ Kasicki, Władysław (2015-09-28). "Buty z analitycznym przytupem" [Shoes with an analytical edge]. Computerworld (in Polish). Retrieved 2023-12-29.
  36. ^ "Grupa Gino Rossi inwestuje w technologie mobilne i zbliżeniowe" [The Gino Rossi Group invests in mobile and contactless technologies]. retail360.pl. 2014-02-27. Retrieved 2023-12-29.
  37. ^ Konkel, Mirosław (2023-12-28). "Beacony pomogą sprzedać buty" [Beacons will help you sell shoes]. Puls Biznesu (in Polish). Retrieved 2023-12-29.
  38. ^ "Synerise S.A z wyceną 50 mln złotych" [Synerise S.A. with a valuation of PLN 50 million]. CEO Magazyn Polska (in Polish). 2016-09-06. Retrieved 2023-12-29.
  39. ^ Ryńska, Joanna (2014-11-16). "Beacony w wielkim mieście" [Beacons in the big city]. Dziennik Internautów. Retrieved 2023-12-29.
  40. ^ "Innowacyjna aplikacja mobilna dla zwiedzających" [Innovative mobile app for visitors]. Muzeum Sztuki Współczesnej w Krakowie MOCAK. 2014-05-15. Retrieved 2023-12-29.
  41. ^ JK (2015-06-07). "Beacon: przewodnik po muzeum i kupon rabatowy w jednym. Czy przyjmie się w Polsce?" [Beacon: museum guide and discount coupon in one. Will it be accepted in Poland?]. Newsweek (in Polish). Retrieved 2023-12-29.
  42. ^ Bełcik, Anna (2014-10-10). "Beacony trafiły do handlu" [Beacons have gone on sale]. Puls Biznesu (in Polish). Retrieved 2023-12-29.
  43. ^ "Pierwsze beacony w polskich salonach" [The first beacons in Polish showrooms]. MamStartup (in Polish). 2014-10-08. Retrieved 2023-12-29.
  44. ^ a b "Automatyzacja i narzędzia chmurowe przyszłością marketingu. Polska firma stworzyła innowacyjną platformę ułatwiającą takie działania" [Automation and cloud tools are the future of marketing. The Polish company has created an innovative platform to facilitate such activities]. CEO Magazyn Polska (in Polish). 2017-04-20. Retrieved 2023-12-29.
  45. ^ "HG Intelligence z grantem od Microsoftu" [HG Intelligence with a grant from Microsoft]. Fundusz Zalążkowy KPT. 2015-12-07. Archived from the original on 2015-12-07. Retrieved 2023-12-29.
  46. ^ a b "Synerise S.A. (dawna HG Intelligence S.A.)". Krajowy Fundusz Kapitałowy SA. 2018-02-14. Archived from the original on 2018-02-14. Retrieved 2023-12-29.
  47. ^ a b "Synerise Spółka Akcyjna". Satus Venture (in Polish). Retrieved 2023-12-29.
  48. ^ a b "Synerise S.A. z sukcesem emituje akcje przy wycenie 50 mln złotych" [Synerise S.A. successfully issues shares at a valuation of PLN 50 million]. Satus Venture (in Polish). Retrieved 2023-12-29.
  49. ^ "Synerise S.A z wyceną 50 mln złotych osiągniętą w dwa lata" [Synerise S.A. with a valuation of PLN 50 million achieved in two years]. Dziennik Internautów. 2016-09-07. Retrieved 2023-12-29.
  50. ^ a b c d e f Stankunowicz, Eryk (2019-09-10). "Jarosław Królewski, informatyk wizjoner, który przypomina młodego Billa Gatesa" [Jarosław Królewski, informatyk wizjoner, który przypomina młodego Billa Gatesa]. Forbes (in Polish). Retrieved 2023-12-29.
  51. ^ "Konferencja Marketing is [un]predictable. Introducing Synerise - State Of The Art Marketing Intelligence Cloud 2017". Portal #1 Konferencji Biznesowych (in Polish). Retrieved 2024-01-22.
  52. ^ Bełcik, Anna (2017-11-02). "Start-upy zadomowią się w sklepach Carrefoura" [Start-ups will settle in Carrefour stores]. Puls Biznesu (in Polish). Retrieved 2023-12-29.
  53. ^ tw (2017-04-13). "Value Media i Synerise partnerami strategicznymi" [Value Media and Synerise are strategic partners]. wirtualnemedia.pl (in Polish). Retrieved 2023-12-29.
  54. ^ "FIZAN Satus VC sprzedał blisko połowę z mniejszościowego pakietu akcji technologicznej spółki Synerise S.A. za 25 mln PLN" [FIZAN Satus VC sold nearly half of the minority stake in the technology company Synerise S.A. for PLN 25 million.]. Satus Venture (in Polish). 2017-06-14. Retrieved 2023-12-29.
  55. ^ a b c d e Klimczuk, Anna (2018-06-12). "Od startupu do czołówki światowych dostawców rozwiązań opartych o sztuczną inteligencję w 3 lata" [From a startup to a leading global provider of artificial intelligence solutions in 3 years]. Centrum Prasowe. Microsoft. Retrieved 2023-12-28.
  56. ^ "Synerise rośnie i zatrudnia: Kraków, Warszawa, USA i Zjednoczone Emiraty Arabskie" [Synerise is growing and employing: Kraków, Warsaw, USA and United Arab Emirates]. pulshr.pl (in Polish). 2018-11-22. Retrieved 2023-12-29.
  57. ^ a b c d e f Suteniec, Grzegorz (2018-11-25). "Synerise urosła trzykrotnie" [Synerise has tripled in size]. Puls Biznesu (in Polish). Retrieved 2023-12-29.
  58. ^ "Kim jest Jarosław Królewski, biznesmen, który chce uratować Wisłę Kraków? Synerise, AGH, wiek, Twitter" [Who is Jarosław Królewski, a businessman who wants to save Wisła Kraków? Synerise, AGH, age, Twitter]. radiozet.pl (in Polish). 2019-02-11. Retrieved 2023-12-30.
  59. ^ a b "EY Przedsiębiorca Roku 2018 - wyniki konkursu" [EY Entrepreneur of the Year 2018 - competition results]. Puls Biznesu (in Polish). 2018-11-27. Retrieved 2023-12-30.
  60. ^ Stodolak, Sebastian (2018-03-19). "Rybiński: Równe zasady na rynku to mit" [Rybiński: Equal rules on the market are a myth]. Obserwator Finansowy (in Polish). Retrieved 2023-12-30.
  61. ^ Sofuł, Adam (2019-03-26). "Krzysztof Rybiński: Ekonomia to przeżytek" [Krzysztof Rybiński: Economics is obsolete]. wnp.pl (in Polish). Retrieved 2023-12-30.
  62. ^ Orzechowski, Hubert (2019-02-26). "Świetne wyniki Pekao w cieniu dwóch wież" [Great results of Pekao in the shadow of two towers]. Gazeta Wyborcza. Retrieved 2023-12-30.
  63. ^ "Synerise otwiera biuro regionalne w Madrycie, celem rozwój w Hiszpanii i Ameryce Łacińskiej" [Synerise opens a regional office in Madrid, aiming to expand in Spain and Latin America]. CEO Magazyn Polska (in Polish). 2019-05-27. Retrieved 2023-12-28.
  64. ^ Samborski, Wojciech (2020-06-01). "Polskie martechy: Synerise" [Polish martech companies: Synerise]. Nowy Marketing. Retrieved 2022-09-13.
  65. ^ "AI scale-up Synerise joins EIT Digital Accelerator | EIT". eit.europa.eu. Retrieved 2024-01-01.
  66. ^ Jemioło, Damian (2022-02-08). "Krakowski startup Synerise nawiązuje współpracę z szejkiem z Dubaju i jego firmą – Seed Group" [The Krakow startup Synerise is establishing cooperation with a sheikh from Dubai and his company - Seed Group]. MamStartup (in Polish). Retrieved 2024-01-05.
  67. ^ Singh, Vishal (2022-05-09). "Poland-based Synerise raises €21.9M for its AI-first behavioural data platform". Silicon Canals. Retrieved 2024-01-04.
  68. ^ a b c Bełcik, Anna (2017-02-01). "Klientów prześwietlą na wylot" [They will see through their clients]. Puls Biznesu (in Polish). Retrieved 2023-12-30.
  69. ^ "Synerise AI Growth Cloud". Microsoft Azure Marketplace. Microsoft. Retrieved 2024-01-01.
  70. ^ a b "Finaliści 16. edycji konkursu EY Przedsiębiorca Roku" [Finalists of the 16th edition of the EY Entrepreneur of the Year competition]. EY Przedsiębiorca Roku. Ernst & Young. 2018-10-15. Retrieved 2024-01-01.
  71. ^ "Synerise Delivers AI Growth Cloud, Solution That Consolidates Customer Data From Online And Offline Channels In One Interface". SuperbCrew. 2018-07-02. Retrieved 2024-01-01.
  72. ^ Szuder, Przemysław (2018-09-25). "#TuesdAI: Ruszył wyścig po AI" [The race for AI has started]. Centrum Prasowe. Microsoft. Retrieved 2024-01-01.
  73. ^ Mielczarek, Adam (2019-03-01). "Nie planuję być bogaty" [I'm not planing to be rich] (PDF). My Company Polska (in Polish). Retrieved 2024-01-12 – via nexto.pl.
  74. ^ a b c "AI-Driven Growth as a Service Platform". synerise.com. Synerise. 2019-10-21. Archived from the original on 2019-10-21. Retrieved 2024-01-01.
  75. ^ "Rozwój technologii wnioskowania oraz predykcji zachowań konsumenckich dla automatyzacji procesów marketingowych oraz sprzedażowych" [The Development of Inference Technology and Prediction of Consumer Behavior for Automation of Marketing and Sales Processes]. Mapa Dotacji UE. Ministerstwo Funduszy i Polityki Regionalnej. 2018. Retrieved 2023-12-30.
  76. ^ "Projekt NextGen Synerise". nextgen.synerise.com. Retrieved 2024-01-01.
  77. ^ Fedoruk, Aleksander (2020-11-07). "Sztuczna inteligencja nowej generacji made in Poland w natarciu. Synerise udostępniło autorski projekt w ramach open-source" [New generation artificial intelligence made in Poland on the offensive. Synerise has made its original project available as open-source]. Forbes (in Polish). Retrieved 2024-01-01.
  78. ^ Rychalska, Barbara; Bąbel, Piotr; Gołuchowski, Konrad; Michałowski, Andrzej; Dąbrowski, Jacek (2021-02-03). "Cleora: A Simple, Strong and Scalable Graph Embedding Scheme". arXiv:2102.02302 [cs.LG].
  79. ^ "Project BaseModel". Synerise AI Research. 2023-01-13. Retrieved 2024-01-04.
  80. ^ "Synerise i Uniwersytet Ekonomiczny w Poznaniu wykształcą doktorów ds. sztucznej inteligencji" [Synerise and the Poznań University of Economics will educate doctors in artificial intelligence]. Brandsit (in Polish). 2018-07-19. Retrieved 2024-01-01.
  81. ^ "Synerise pozostaje Sponsorem Wisły Kraków" [Synerise remains the Sponsor of Wisła Kraków]. wislaportal.pl. 2023-07-20. Retrieved 2024-01-01.
  82. ^ "Synerise pozostaje Sponsorem Wisły Kraków!" [Synerise remains the Sponsor of Wisła Kraków!]. TS Wisła Kraków SA (in Polish). 2023-07-20. Retrieved 2024-01-04.
  83. ^ "BeaconValley.io - The Open Public Beacons Infrastucture". 2015-05-01. Archived from the original on 2015-05-01. Retrieved 2024-01-01.
  84. ^ Bełcik, Anna (2015-04-28). "Kraków chce zostać beaconowym zagłębiem" [Kraków wants to become a beacon basin]. Puls Biznesu (in Polish). Retrieved 2024-01-01.
  85. ^ Kłosowski, Łukasz (2015-04-29). "W Krakowie powstanie publiczna, otwarta dla programistów sieć beaconów" [A public network of beacons, open to developers, will be created in Krakow]. GoMobi.pl. Retrieved 2024-01-01.
  86. ^ "W nowy rok szkolny ze sztuczną inteligencją – startuje program AI Schools & Academy" [The AI Schools & Academy program starts in the new school year with artificial intelligence]. MamStartup.pl (in Polish). 2019-07-01. Retrieved 2024-01-01.
  87. ^ "PZU partnerem AI Schools & Academy – największego w historii programu nauczania sztucznej inteligencji w polskich szkołach" [PZU is a partner of AI Schools & Academy - the largest ever artificial intelligence teaching program in Polish schools]. PZU (in Polish). 2018-12-14. Retrieved 2024-01-01.
  88. ^ "Bank Pekao z Synerise idą w stronę sztucznej inteligencji" [Bank Pekao and Synerise are moving towards artificial intelligence]. Bank Pekao S.A. (in Polish). 2019-01-24. Retrieved 2024-01-01.
  89. ^ Koprowiak, Izabela (2019-02-08). "Chwila z Jarosławem Królewskim. "Rozdaję 80 procent tego, co zarabiam"" [A moment with Jarosław Królewski. "I give away 80 percent of what I earn"]. Przegląd Sportowy Onet (in Polish). Retrieved 2024-01-01.
  90. ^ Bełcik, Anna (2019-01-31). "Biznes sfinansuje szkołom nauczanie AI" [Business will finance schools to teach AI]. Puls Biznesu (in Polish). Retrieved 2024-01-01.
  91. ^ "AI Schools & Academy". AI Schools & Academy (in Polish). Synerise. Retrieved 2024-01-01.
  92. ^ "W nowy rok szkolny ze sztuczną inteligencją. Startuje program AI Schools & Academy" [Into the new school year with artificial intelligence. The AI Schools & Academy program is launched] (in Polish). 2019-07-01. Retrieved 2024-01-01.
  93. ^ "Elektro ScaleUp". Polska Agencja Rozwoju Przedsiębiorczości. 2019-08-01. Retrieved 2024-01-01.
  94. ^ Matusiak, Tomasz (2018-10-11). "Roboty kontra ludzie. Czy maszyny i technologia zastąpią nas w pracy?" [Robots versus people. Will machines and technology replace us at work?]. polskieradio24.pl (in Polish). Retrieved 2024-01-01.
  95. ^ Ferenc, Monika (2021-08-18). "Porozumienie Zielonogórskie w trosce o zdrowie kobiet" [Zielona Góra Agreement for the sake of women's health]. Białostockie Centrum Onkologii im. Marii Skłodowskiej-Curie (in Polish). Retrieved 2024-01-22.
  96. ^ Redmerska, Katarzyna (2021-08-19). "Białostockie Centrum Onkologii umówi pacjentki na mammografię" [The Białystok Oncology Center will arrange mammography for patients]. Prawo.pl (in Polish). Retrieved 2024-01-22.
  97. ^ Królewski, Jarosław; Sala, Paweł (2013-11-01). "E-marketing". E-marketing. Wydawnictwo Naukowe PWN. Retrieved 2024-01-01.
  98. ^ Topolska, Ewa (2013-11-15). "Mobile marketing to najbardziej perspektywiczny obszar marketingu – wywiad z J. Królewskim i P. Salą, autorami nowej książki "E-Marketing"" [Mobile marketing is the most promising area of marketing - interview with J. Królewski and P. Sala, authors of the new book "E-Marketing"]. MobileTrends (in Polish). Retrieved 2024-01-01.
  99. ^ "Marcin Zaremba Chief Product Officerem w Synerise" [Marcin Zaremba is the Chief Product Officer at Synerise]. interaktywnie.com (in Polish). 2018-09-11. Retrieved 2024-01-01.
  100. ^ Zaremba, Marcin (2015-06-06). "Napisałem książkę" [I wrote a book]. marcinzaremba.pl (in Polish). Retrieved 2024-01-15.
  101. ^ "„Algokracja. Jak i dlaczego sztuczna inteligencja zmienia wszystko?" książka K. Rybińskiego i J. Królewskiego" [“Algocracy. How and why does artificial intelligence change everything?" book by K. Rybiński and J. Królewski]. Forbes (in Polish). Retrieved 2024-01-15.
  102. ^ "Startups in the Palace". The official website of the President of the Republic of Poland. 2017-10-04. Retrieved 2024-01-01.
  103. ^ Marynowicz, Grzegorz (2017-09-12). "10 start-upów, które zaprezentują się w Pałacu Prezydenckim" [10 start-ups that will present themselves at the Presidential Palace]. MamBiznes.pl (in Polish). Retrieved 2024-01-01.
  104. ^ "New Europe 100: eastern Europe's emerging technology stars". Financial Times. 2017-11-23. Retrieved 2024-01-01.
  105. ^ Curtis, Michael (2018-02-26). "30 innovative and technology-focused high-growth start-ups named to the 2018 EY Accelerating Entrepreneurs program". ey.com. Retrieved 2024-01-01.
  106. ^ "Poprzednie edycje" [Previous editions]. EY Przedsiębiorca Roku. Ernst & Young. 2015-02-02. Retrieved 2024-01-01.
  107. ^ "Microsoft announces 2018 Partner of the Year winners and finalists". Microsoft News Center. 2018-06-07. Retrieved 2024-01-01.
  108. ^ "Poznaj zwycięzców Digital Shapers 2018" [Meet the winners of Digital Shapers 2018]. Digital Shapers (in Polish). Retrieved 2024-01-01.
  109. ^ "11 FGTIME 2019". 11 Forum Gospodarcze TIME (in Polish). Retrieved 2024-01-01.
  110. ^ Szygulski, Paweł (2021-06-17). "Synerise wygrywa światowy konkurs w dziedzinie sztucznej inteligencji" [Synerise wins global artificial intelligence competition]. wnp.pl (in Polish). Retrieved 2024-01-05.
  111. ^ Gryciuk, Wojciech (2021-11-28). "Bronze Medal for Synerise in AI/ML KDD Cup 2021". PoLAND of IT Masters. Retrieved 2024-01-05.
  112. ^ Rychalska, Barbara; Janicka, Maria; Dąbrowski, Jack (2022-01-11). "Towards a multi-purpose behavioral model". Synerise AI Research. Retrieved 2024-01-15.
  113. ^ Kelly, Maxine (2022-03-01). "FT 1000: the sixth annual list of Europe's fastest-growing companies". Financial Times. Retrieved 2024-01-04.

Further readings

  • Łukasik, Szymon; Krolewski, Jaroslaw; Smet, Mateusz (July 2018). "Generating Textual Descriptions for Recommendation Results using Fuzzy Linguistic Summaries | IEEE Conference Publication | IEEE Xplore". ieeexplore.ieee.org.
  • Wieczorek, Mikolaj; Michalowski, Andrzej; Wroblewska, Anna; Dabrowski, Jacek (2020-03-09). "A Strong Baseline for Fashion Retrieval with Person Re-Identification Models". pp. 294–301. arXiv:2003.04094 [cs.LG].
  • Rychalska, Barbara; Basaj, Dominika; Dąbrowski, Jacek; Daniluk, Michał (2020-06-09). "I know why you like this movie: Interpretable Efficient Multimodal Recommender". arXiv:2006.09979 [cs.LG].
  • Rychalska, Barbara; Bąbel, Piotr; Gołuchowski, Konrad; Michałowski, Andrzej; Dąbrowski, Jacek (2021-02-03). "Cleora: A Simple, Strong and Scalable Graph Embedding Scheme". arXiv:2102.02302 [cs.LG].
  • Daniluk, Michał; Rychalska, Barbara; Gołuchowski, Konrad; Dąbrowski, Jacek (2021-03-04). "Modeling Multi-Destination Trips with Sketch-Based Model". arXiv:2102.11252 [cs.LG].
  • Dąbrowski, Jacek; Rychalska, Barbara; Daniluk, Michał; Basaj, Dominika; Gołuchowski, Konrad; Babel, Piotr; Michałowski, Andrzej; Jakubowski, Adam (2021-04-16). "An efficient manifold density estimator for all recommendation systems". arXiv:2006.01894 [cs.LG].
  • Wieczorek, Mikolaj; Rychalska, Barbara; Dabrowski, Jacek (2021-04-28). "On the Unreasonable Effectiveness of Centroids in Image Retrieval". arXiv:2104.13643 [cs.LG].
  • Rychalska, Barbara; Wieczorek, Mikolaj; Dabrowski, Jacek (2021-05-10). "T-EMDE: Sketching-based global similarity for cross-modal retrieval". arXiv:2105.04242 [cs.LG].
  • Daniluk, Michał; Dąbrowski, Jacek; Rychalska, Barbara; Gołuchowski, Konrad (2021-09-28). "Synerise at RecSys 2021: Twitter user engagement prediction with a fast neural model". arXiv:2109.12985 [cs.LG].
  • Stomfai, Gergely; Sienkiewicz, Łukasz; Rychalska, Barbara (2023-10-11). "Multidimensional Hopfield Networks for clustering". arXiv:2310.07239 [cs.LG].
  • Daniluk, Michał; Dąbrowski, Jacek (2023-12-08). "Temporal graph models fail to capture global temporal dynamics". arXiv:2309.15730 [cs.LG].
  • Dąbrowski, Jacek; Rychalska, Barbara (2022-10-17). "Synerise Monad - Real-Time Multimodal Behavioral Modeling". Proceedings of the 31st ACM International Conference on Information & Knowledge Management. CIKM '22. New York, NY, USA: Association for Computing Machinery: 5083–5084. doi:10.1145/3511808.3557521. ISBN 978-1-4503-9236-5.