Company:Aporia

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Short description: Israeli ML observability platform
Aporia
TypePrivate
IndustryML observability
Founded2019; 5 years ago (2019)
FounderLiran Hason and Alon Gubkin
HeadquartersTel Aviv, Israel
Websitehttps://www.aporia.com/

Aporia is a machine learning observability platform based in Tel Aviv, Israel. The company has a US office located in San Jose, California.[1][2][3][4]

Aporia has developed software for monitoring and controlling undetected defects and failures used by other companies to detect and report anomalies, and warn in the early stages of faults.

History

Aporia was founded in 2019 by Liran Hason and Alon Gubkin.[5][6][7] In April 2021, the company raised a $5 million seed round for its monitoring platform for ML models.[8][9]

In February 2022, the company closed a Series A round of $25 million for its ML observability platform.[10][11][12] Aporia was named by Forbes as the Next Billion-Dollar Company in June 2022.[13] In November, the company partnered with ClearML, an MLOPs platform, to improve ML pipeline optimization.[14][15][16]

In January 2023, Aporia launched Direct Data Connectors, a novel technology allowing organizations to monitor their ML models in minutes (previously the process of integrating ML monitoring into a customer’s cloud environment took weeks or more.) DDC (Direct Data Connectors) enables users to connect Aporia to their preferred data source and monitor all of their data at once, without data sampling or data duplication (which is a huge security risk for major organizations.[17][18]

In April 2023, Aporia announced the company partnered with Amazon Web Services (AWS) to provide more reliable ML observability to AWS consumers by deploying Aporia's architecture to their AWS environment, this will allow customers to monitor their models in production regardless of platform.[19]

References

  1. ↑ Zehorai, Itay (2022-06-01). "Israeli Unicorns: The Next Billion-Dollar Startups 2022" (in en-US). https://forbes.co.il/e/israeli-unicorns-the-next-billion-dollar-startups-2022/. 
  2. ↑ "Aporia ממנה את רֵע מיארה, יוצא גוגל AI, לסמנכ"ל מוצר" (in he). https://www.ice.co.il/positions/news/article/928503. 
  3. ↑ "aporia מינתה לתפקיד ה- VP Of Marketing את שי אלעני". 2023-03-13. https://finance.walla.co.il/item/3565107. 
  4. ↑ "Forbes 30 Under 30 2022: Technology" (in en). https://www.forbes.com/30-under-30/2022/europe/. 
  5. ↑ Goodison, Donna (2021-04-27). "10 Cool Cloud AI And ML Services You Need To Know About" (in en). https://www.crn.com/slide-shows/cloud/10-cool-cloud-ai-and-ml-services-you-need-to-know-about. 
  6. ↑ King, Steve (December 28, 2022). "Artificial Intelligence and Machine Learning - Present & Future" (in en). https://www.bankinfosecurity.com/interviews/artificial-intelligence-machine-learning-present-future-i-5199. 
  7. ↑ טובים, עידן בן (2021-04-06). "אחד העובדים הראשונים באדאלום חושף את הסטארטאפ החדש שלו, שיכול למנוע תקלות מביכות ויקרות" (in he-IL). https://www.geektime.co.il/aporia-raises-5m-seed-round/. 
  8. ↑ "Putting safeguards in place for AI use" (in en). 2022-02-23. https://www.geektime.com/aporia-raises-25-million-series-a/. 
  9. ↑ Lardinois, Frederic (2021-04-06). "Aporia raises $5M for its AI observability platform" (in en-US). https://techcrunch.com/2021/04/06/aporia-raises-5m-for-its-ai-observability-platform/. 
  10. ↑ Hampton, Jaime (2022-02-22). "Aporia Tackles AI Trust with $25M Series A Round" (in en-US). https://www.enterpriseai.news/2022/02/22/aporia-tackles-ai-trust-with-25m-series-a-round/. 
  11. ↑ "Aporia raises $25M to grow its AI observability platform" (in en-US). 2022-02-23. https://siliconangle.com/2022/02/23/aporia-raises-25m-grow-ai-observability-platform/. 
  12. ↑ Coulter, Martin. "Aporia, a startup that wants to reduce bias in artificial intelligence, has raised $25 million. Here's an exclusive look at the pitch deck that helped bring in Tiger Global." (in en-US). https://www.businessinsider.com/ai-tiger-global-aporia-pitch-deck-25-million-2022-2. 
  13. ↑ Zehorai, Itay (2022-06-01). "Israeli Unicorns: The Next Billion-Dollar Startups 2022" (in en-US). https://forbes.co.il/e/israeli-unicorns-the-next-billion-dollar-startups-2022/. 
  14. ↑ "ClearML Announces Incredible 2022 Momentum with Record Growth and North America Expansion" (in en-US). https://finance.yahoo.com/news/clearml-announces-incredible-2022-momentum-170000084.html. 
  15. ↑ "Aporia and ClearML Launch New Full-Stack MLOps Platform Partnership". https://www.datanami.com/this-just-in/aporia-and-clearml-launch-new-full-stack-mlops-platform-partnership/. 
  16. ↑ "Aporia takes aim at ML observability, responsible AI and more" (in en-US). 2022-02-23. https://venturebeat.com/business/aporia-takes-aim-at-ml-observability-responsible-ai-and-more/. 
  17. ↑ "Aporia משיקה פלטפורמה לאיתור תקלות במערכות בינה מלאכותית" (in he). https://www.ice.co.il/digital-140/news/article/925637. 
  18. ↑ "Aporia Launches Direct Data Connectors for Ensuring Safe and Trustworthy AI in Large-scale Data Monitoring". https://www.datanami.com/this-just-in/aporia-launches-direct-data-connectors-for-ensuring-safe-and-trustworthy-ai-in-large-scale-data-monitoring/. 
  19. ↑ "Aporia Partners with AWS to Provide ML Observability to AWS Customers". https://www.datanami.com/this-just-in/aporia-partners-with-aws-to-provide-ml-observability-to-aws-customers/. 




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