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    Blog.

    Voice AI testing, AI receptionists, customer-perspective IVR observability, compliance for agentic phone systems. Written from the workbench.

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    24 Aug 2026
    COMPLIANCE
    Third-party voice AI isn't ready for regulated environments, and the missing piece isn't the model
    We can now test whether a voice agent sounds right, holds a conversation, survives four hundred concurrent callers and discloses that it's an AI. What nobody can currently evidence is what happens between the model and the system of record. That gap isn't a model problem or a prompt problem. It's a missing integration layer, and it's why security review keeps rejecting perfectly good agents.
    8 min