Unlock the power of data and AI
through Federated Learning
Sherpa.ai is the first SaaS platform for privacy-preserving AI deployments through Federated Learning.
Maximize the value of your data and AI by enabling secure model training and real-time inference across organizations — while keeping data private and fully compliant with all applicable regulations.
Our clients


















Maximize the value of data & AI

- Enhance your AI models by enabling secure, collaborative intelligence across organizations.
- Ensure regulatory compliance and streamline AI implementations.
- Increase security and mitigate risks across your AI deployments.
“The application of Artificial Intelligence through Sherpa.ai´s Privacy-Preserving platform will allow the prediction algorithm to improve the diagnosis without the need to share any patient data. This platform may enable testing of diagnosis and therapeutics for a group of diseases that are currently without specific treatment options.”

Former Deputy Director, Office in Science and Technology Policy, The White House
Data collaborations without sharing data
Improve AI models using data from multiple sources — without ever sharing sensitive information.
Sherpa.ai offers an enterprise-grade, privacy-compliant solution that enables secure data and AI collaboration across different parties.
From accelerating clinical trials to combating financial crime, the Sherpa.ai Federated Learning platform unlocks the full potential of decentralized data — while preserving privacy and ensuring regulatory compliance.

Share insights, not data
With Sherpa.ai’s Federated Learning platform, data never leaves your firewall.
AI models are trained locally within each data silo, and only encrypted model updates — not raw data — are shared and securely aggregated to build a global model. Once trained, models can also be deployed privately at the edge, enabling real-time, on-device inference while preserving privacy.
By eliminating all data transfers and ensuring full compliance with ISO 27001 and HIPAA standards, Sherpa.ai empowers data collaborations while maintaining the highest levels of data security and regulatory alignment.

Maximize the value of data & AI

Healthcare & Biomedicine
Optimize patient care, accelerate research, and forecast operational needs.

Industry & Manufacturing
Streamline operations, optimize supply chains, and predict part failures.
Download the IDC Report on Federated Learning
“Sherpa.ai has emerged with a leading unique approach to Federated Learning which can overcome privacy and regulatory limitations to unlock new scenarios for collaboration between organizations that can lead to solving complex challenges with very impactful results.”
