Secure AI. Private Data. Sovereign Intelligence.

Sherpa.ai platform enables secure distributed AI deployments across enterprises, governments, and regulated environments while keeping data private, sovereign, and fully under your control.

From machine learning to LLMs and multi-agent systems. Organizations can collaborate, automate workflows, generate insights, and operationalize AI while maintaining full control, privacy, sovereignty, and regulatory compliance.

Our customers

Maximize the value of data & AI

Benefits of Sherpa.ai's Private AI platform

“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.”

Sherpa.ai Testimonial
Thomas Kalil

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.

Federated Learning data collaboration without sharing data — Sherpa.ai

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.

How Sherpa.ai's Federated Learning works: data never leaves your firewall

Discover how Sherpa.ai can help your organization

Private AI for healthcare & life sciences — Sherpa.ai

Healthcare & Life Sciences

Optimize patient care, accelerate research, and forecast operational needs.

Private AI for financial services — Sherpa.ai

Financial Services

Detect fraud earlier, mitigate risk, and drive customer loyalty.

Private AI for industry & manufacturing — Sherpa.ai

Industry & Manufacturing

Streamline operations, optimize supply chains, and predict part failures.

Private AI for cybersecurity — Sherpa.ai

Cybersecurity & Security

Threat and ransomware detection, infrastructure protection

Private AI for aerospace & defense — Sherpa.ai

Aerospace & Defense

Enhance decision-making in critical environments

Private AI for generative AI and LLMs — Sherpa.ai

Generative AI​

Pre-train and fine-tune LLMs without compromising data or the model

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.”

IDC report on Sherpa.ai's Federated Learning
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