The future is federated.

We help developers solve the world’s most important problems by unlocking the value from sensitive data, without increasing risk.
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That's why we're building tools for privacy-safe machine learning and analytics for the distributed future of data.

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Distributed Data

The valuable data you need is becoming harder to access.

Can you deliver data-driven products when the very nature of data is changing?

More distributed data

Data of all types are being generated and stored in the cloud, on prem, and increasingly at the edge.

Increasing volumes of data

The cost of de-identifying, moving, centrally storing, and managing high volumes of data can be prohibitive.

Stricter privacy regulations

HIPAA, GDPR, PIPEDA, CCPA and other regulations limit the ways data can come together, especially across jurisdictions.

When access isn't great... federate.

integrate.ai enables your federated machine learning and analytics roadmap.

Lower Risk:
Data never moves

With federated learning and analytics, only model parameters leave each private server, so data custodians retain full control of their data.

Increase Revenue:
Do more with customer data

Grow your business with existing customers by building valuable new product features that harness the collective intelligence of your customers' data.

Accelerate your Roadmap:
Easy, flexible, and fast

With our production-ready platform, integrate federated learning and analytics into your products in less than a week.

Learn more

Designed for developers

Out-of-the box federated learning

We've eliminated the complexity of building and managing federated learning and analytics infrastructure, so that you can focus on your products.

API-based: With the integrate.ai SDK and managed infrastructure, seamlessly incorporate federated learning and analytics into your product workflow without needing to reinvent the wheel.

Flexible: integrate.ai supports multiple different architectures and many algorithms, so that you have flexibility to develop your app to your specifications.

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The future is federated.

Distributed Data

The valuable data you need is becoming harder to access.

When access isn't great... federate.

Lower Risk:
Data never moves

Increase Revenue:
Do more with customer data

Accelerate your Roadmap:
Easy, flexible, and fast

Designed for developers

Out-of-the box federated learning

blog

Learn

Nasron Cheong

Identifying the right use cases for federated learning and analytics

Nasron Cheong

Identifying the right use cases for federated learning and analytics

Elliot Gordon

5 cost management best practices for ETL pipelines

Elliot Gordon

5 cost management best practices for ETL pipelines

Nasron Cheong

Design a federated learning system in seven steps

Nasron Cheong

Design a federated learning system in seven steps

The future is federated.

Distributed Data

The valuable data you need is becoming harder to access.

When access isn't great... federate.

Lower Risk: Data never moves

Increase Revenue:Do more with customer data

Accelerate your Roadmap: Easy, flexible, and fast

Designed for developers

Out-of-the box federated learning

blog

Learn

Nasron Cheong

Identifying the right use cases for federated learning and analytics

Nasron Cheong

Identifying the right use cases for federated learning and analytics

Elliot Gordon

5 cost management best practices for ETL pipelines

Elliot Gordon

5 cost management best practices for ETL pipelines

Nasron Cheong

Design a federated learning system in seven steps

Nasron Cheong

Design a federated learning system in seven steps

Lower Risk:
Data never moves

Increase Revenue:
Do more with customer data

Accelerate your Roadmap:
Easy, flexible, and fast