integrate.ai

Extend your product to train ML models on distributed data

238 followers

Extend your product to train ML models on distributed data

238 followers

integrate.ai is an MLOps platform that changes the way you share, access, and unlock value from data at scale. Our SDK enables you to easily deploy federated learning to build better machine learning models without sharing or pooling data.

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Launch tags:Developer Tools•Artificial Intelligence•Tech

Launch Team

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Promoted

So excited about all the hardwork the team has done to get our product ready for the launch! Every single person on the team values data privacy and security and are excited to be working in the healthcare space, hoping to solve some important problems and make an impact!

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4yr ago

integrate.ai

Maker

Hello Hunters! I'm Steve, the founder and CEO of integrate.ai. I wanted to share a bit about our mission and where this product launch fits in, so you know what you are supporting when you upvote us or comment below. At integrate.ai, our mission is to accelerate the shift to AI in a way that positively changes the lives of more people. We have a goal of changing 1 million lives in the next 1,000 days by enabling our ecosystem of developers to bring innovation to critical industries and use cases. We have talked to a lot of developers working on some of the world's most important (and difficult) use cases from rare disease diagnosis, to personalized autism treatment, to early detection of mental health crises, to alternative credit scoring to bring more unbanked into the financial system, to lower carbon emissions in industry, to safer equipment in factories, and more - and all have the same challenge. They need access to more sensitive data and collaborations to see the full potential of AI for those use cases. Often this data is trapped in multiple silos (across jurisdictions, or partners, or hospitals, or IOT devices) and can't be centralized due to privacy, security, or IP concerns. The integrate.ai platform allows developers to run machine learning or analytics solutions across data that is distributed across many silos without needing to move the data. This unlocks these meaningful use cases that can directly save, extend, and enhance people's lives. By helping get us more visibility, we can onboard more developers working on these important use cases to our platform and ultimately see more impact in the lives of people we know and love. If you are one of those developers, we would love to support you in bringing innovation to these important areas. If you know someone working in an important area where data is sensitive or hard to access, but AI or advanced analytics could meaningfully accelerate their solution - please comment below and tag them. We would love to talk to them. Thanks for your support. We appreciate everyone that showed up to help us today!

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4yr ago

There are tons of applications with machine learning on distributed data, so it's incredibly exciting to see this make it easier for everyone to leverage this technology in their own problem space!

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4yr ago