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Integrate AI builds a subscription SaaS platform that enables federated learning and analytics across multiple devices or servers without moving data off their own premises. Its products let customers train and run ML models on distributed, privacy-sensitive data (e.g., healthcare, finance, wellness) by exchanging model updates rather than raw data via an API-based platform. This approach preserves data privacy, reduces costs from data de-identification and central storage, and allows access to larger, distributed data sets for better models. The company differentiates itself by providing developer-focused tools and an API-driven workflow tailored to privacy-safe federated learning and analytics, targeting industries with strict data privacy needs. Its goal is to help businesses improve machine learning performance and derive more value from their data while maintaining stringent privacy standards through scalable, privacy-preserving ML and analytics capabilities.
Industries
Data & Analytics
Enterprise Software
AI & Machine Learning
Healthcare
Company Size
11-50
Company Stage
Series A
Total Funding
$40.6M
Headquarters
Toronto, Canada
Founded
2017
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Total Funding
$40.6M
Above
Industry Average
Funded Over
3 Rounds
Industry standards
Integrate.ai, a pioneering deep tech startup, has announced the launch of its Skunkworks Lab, aimed at leveraging machine learning to address unsolved issues and enhance sector participation.
MONTREAL--(BUSINESS WIRE)--AI Redefined (AIR), a company focused on building software products for human-AI collaboration, announces today that Kathryn Hume has joined its Board of Directors. Hume, who is Vice President, Digital Investments Technology at RBC, takes up the position of Independent Director on AIR’s Board.Hume’s role at AIR is the latest step in a career spent building companies and products that unlock the commercial value of emerging technologies. Prior to joining RBC, where she has also served as Interim Head of Borealis AI, Hume held leadership positions at integrate.ai and Fast Forward Labs (Cloudera), where she helped large Fortune 500 companies apply machine learning to increase revenue and operational efficiency. A widely respected speaker and writer on AI, Hume holds a PhD in Comparative Literature from Stanford University. She speaks seven languages and has taught courses on enterprise adoption of AI, law, and ethics at Harvard Business School, MIT Media Lab, Stanford, and the University of Calgary Faculty of Law.“We are delighted to welcome Kathryn in a role that will allow us to benefit from her wealth of expertise in building AI that is equally cutting-edge, economically effective, and contextually responsible,” said Craig Vachon, the CEO of AIR. “Kathryn’s passion for understanding AI’s limitations and potential is a great match with our own priorities.”Welcoming Hume to its Board is the latest development in an action-packed 2022 for AIR
We are excited to bring Transform 2022 back in-person July 19 and virtually July 20 - 28. Join AI and data leaders for insightful talks and exciting networking opportunities. Register today!. When the bipartisan draft bill of the American Data Privacy and Protection Act (ADPPA) was released earlier this month, speculation abounded about the impact new data privacy requirements would have on enterprises in the US and beyond
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Industries
Data & Analytics
Enterprise Software
AI & Machine Learning
Healthcare
Company Size
11-50
Company Stage
Series A
Total Funding
$40.6M
Headquarters
Toronto, Canada
Founded
2017
Find jobs on Simplify and start your career today