Who Aegis is for

ML engineer - Clear APIs, examples, and scripts - Privacy and federation without rewrites

Data scientist - Tune privacy without deep math - See training and privacy metrics in one place

Risk/compliance officer - Readable reports mapped to regulations - Tamper-evident audit logs

Security/IT - mTLS, RBAC, and logging out of the box - Docker/Kubernetes deploys for real operations