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Design zero-data-retention AI avatars across memory, logs, caches, backups and support with a practical control register and production tests.
Design customer-managed encryption keys for private AI avatars across live media, stored data, KMS, HSM, rotation, revocation and recovery.
Avoid AI vendor lock-in with an exit plan covering data, models, avatar rights, integrations, operations, migration tests and contract evidence.
Red-team AI avatars across voice, vision, RAG, tools and identity with a practical adversarial test plan, severity model and evidence pack.
Secure AI agent tool calling with a governed action gateway: typed tools, least privilege, approvals, audit receipts, recovery and negative tests.
Design enterprise WebRTC for AI avatars across firewalls, proxies, ICE and TURN with private media paths, relay controls, telemetry and acceptance tests.
