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Design an aviation maintenance AI avatar around approved data, aircraft configuration, revision control, technician authority and auditable human sign-off.
Design secure AI avatar authentication with SSO, workload identity, delegated access, step-up checks and token isolation for regulated services.
Decide which AI avatar workloads belong on the device, site edge, private data centre or cloud using a practical placement and testing framework.
Design airport AI avatars for disruption with authoritative data, freshness limits, multilingual consistency, accessible handoff and degraded-service tests.
Design healthcare AI avatars with an intended-purpose boundary, hazard log, clinical safety case, human escalation and production acceptance tests.
Map where AI avatar audio, video, transcripts, knowledge, inference, rendering and telemetry are stored, processed and accessed across deployment models.
