Mentim Research Group · The measurement foundation for accountable autonomy
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Working with Manifest Prime

Manifest Prime deploys alongside the systems you already operate. It does not replace models, retrain agents, or alter decision logic. Organizations engage with the platform in two complementary modes: Structural Observability during execution, and Structural Accountability after execution.

Live · Provisional

Structural Observability

For operators running autonomous systems now. Continuous structural measurement during execution, answering: what is the structural condition of this system right now?

Sealed · Finalized

Structural Accountability

For program leaders and auditors who have to defend what happened. Sealed evidence, replay materials, and signed assessment reports, answering: what can we prove about what happened?

Where engagements start

Behavioral reliability audit

A bounded first engagement: we instrument an existing pipeline and report what structural signal it carries — before any longer commitment is scoped.

Detailed platform documentation — deployment architecture, runtime pipeline, replay substrate, integration guidance — is being prepared for staged publication.

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