Sherpa.ai

Sherpa.ai provides a federated learning platform that lets organizations collaboratively train AI powered threat detection and threat intelligence models without sharing raw security data such as logs, network telemetry or endpoint activity. The platform uses privacy enhancing techniques including secure multiparty computation and differential privacy so participating companies, financial institutions, hardware manufacturers and critical infrastructure operators can pool insight on ransomware, malware and intrusion patterns while data stays local. It is delivered as a cloud based SaaS with a decentralized architecture that supports edge devices and cross organization model training, aimed at security teams that need collective threat visibility while meeting data sovereignty and regulatory compliance requirements.