Expert Value Framework | AI Provenance, Attribution + Reuse | Kataclyzim

Expert Value Framework

Your judgment created the value. It shouldn't disappear into the model.

Kataclyzim preserves the human origin of governed intelligence — so expertise remains attributable as it is trained against, certified against, reused and expanded. Expert judgment does not disappear into an AI system without attribution, permission, provenance, or economic recognition.

Explore the Expert Council → See the governed standard →

What stays attached

The provenance chain survives operationalization.

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The mechanics of how judgment is captured, represented and evaluated are part of Kataclyzim's protected work. What's public is the guarantee: the relationship between the expert and the governed standard remains legible.

The provenance economy

If the intelligence keeps creating value, the expert should not become invisible.

Organizations increasingly convert human judgment into reusable AI capability. Without provenance, the artifact survives while the human source disappears. Kataclyzim is building the opposite model: governed intelligence whose source relationship remains legible as the standard is reused, certified, expanded and revalidated.

Expert participation may ultimately include licensing, reuse rights, program roles, expert review, and other economic participation structures. No invented royalty schedule is being promised here — terms are defined with participating experts as programs mature.

Platform economics, not a gig marketplace.

Provenance works for both sides of the standard.

For enterprises

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For experts

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Join the Expert Council → Build your standard → Scope a Program → How the Platform applies it →