The safe data collaboration platform

integrate.ai is the safe data collaboration platform that enables data science leaders to activate data silos by moving models, not data.

How it works

Safe data collaboration with federated analytics and AI

Get started in 3 simple steps

Jumpstart your mission critical AI and analytics use cases

1

Connect your data

Create an account, and install the SDK, and connect Smart Task Runners on a selected cloud platform

2

Invite your partners

Securely connect your partners data across clouds and environments

3

Turbocharge your use cases

Enable your partners to enhance their models and train new models with new intelligence

Empower users with a complete data science toolset

Data scientists and researchers get the tools they need for their end-to-end workflow

Model training

Train deep learning models, GLMs, CNNs, LSTMs, Transformers, FFNNs, decision trees, and more.

Exploratory data analysis

Calculate statistics and generate visualizations to understand datasets individually and in aggregate.

Feature engineering

Run data cleaning and generate new features on decentralized data to prepare for model training.

Privacy and trust built since product conception

Safe data collaboration with built-in privacy, security, and compliance

Privacy by design

Raw data never leaves the data custodian's environment. Federated data science tools with embedded Privacy Enhancing Technologies enable analytics and AI without revealing PII from source data.

Security by design

End-to-end security enables dynamic collaboration topologies without complex security configurations. Secure task runners stay behind the firewall creating a massively reduced cybersecurity attack surface.

Compliance by design

Out-of-the-box compliance with a broad range of data protection regulations and common contractual obligations. Data residency compliance by design through federated architecture.

Variety of networks enabled

Safe data collaboration with built-in privacy, security, and compliance

Single party projects

Break down internal data silos across departments, subsidiaries, geographies, and environments.Enable multinational data science, cross-banner analysis, open data research, and multi-cloud analytics & Al.

1:1 partnerships

Safely collaborate with external data partners to utilize data you otherwise could not access. Enable supply chain logistics, co-marketing/selling, partnership/M&A evaluation, Hospital operations

Clean intelligence networks

Create dynamic intelligence networks with multiple partners, at any scale, with any data, anywhere. Enable modern clinical trials, Al drug discovery, risk modelling, and fraud detection / AML.