Claim entitlement governance for biological and AI-derived claims
Boundaries Before Exposure.
What Entitle Governs
We govern the boundary between evidence and external claims.
Applying a fixed, versioned Constitution and rule checklist to determine what an organization is entitled to claim about biological and AI-derived outputs in specific exposure contexts.
Governance applies to claims as stated — not to data, models, biology, or decisions.
How It Works
An organization submits an exact, external-facing claim along with its intended audience, channel, and cited evidence.
Step 1: Submit Claim
Entitle classifies the claim and applies a deterministic rule checklist under the active Constitution version.
Step 2: Apply Fixed Rules
Each claim results in a Claim Boundary Record documenting boundary status and allowable inference.
Step 3: Produce a Record
Defining Boundaries
Entitle is defined as much by its boundaries as by its function. Clarity about scope, limitation, and intended use is foundational to how the system operates.
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Entitle governs external-facing claims by applying fixed, versioned rules that define what an organization is entitled to state in specific exposure contexts.
It produces durable records of claim boundaries without interpreting data, biology, or AI outputs.
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Entitle does not evaluate scientific validity, assess model performance, provide legal or regulatory advice, or approve or reject publication.
It governs claims only — not decisions or underlying evidence.
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Entitle is designed for organizations that generate biological or AI-derived outputs and face external exposure risk — including investor materials, regulatory contexts, public-facing content, or AI-distributed summaries.