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Keep reusable credentials out of AI avatar model context with workload identity, secret brokering, scoped tokens and tested rotation.
Build an AI incident response plan that contains unsafe avatar behaviour, preserves evidence and restores service through tested recovery gates.
Build an AI audit trail that proves what an enterprise avatar did while minimising transcripts, recordings and other sensitive customer content.
Design emotionally responsive AI avatars without covert profiling, using EU AI Act boundaries, data controls and practical enterprise tests.
Build an AI service-level agreement for real-time avatars across availability, latency, quality, safety, support and shared on-premise responsibilities.
Build an AI bill of materials for avatar systems across models, datasets, software, GPUs, services, licences, rights and runtime dependencies.
