IBM watsonx Model Risk Register

IBM watsonx Model Risk Register is a Kinetic Gain platform-signal repo for IBM watsonx. It turns synthetic AI governance, model-risk, lineage, IBM Cloud IAM, and release-readiness signals into a board-readable register.

Board question

Which watsonx model use cases need risk, disclosure, or access evidence before executive sign-off?

What it scores

• Model risk: unclassified assistant use cases, risk tier, approved use boundary, and disclosure posture.
• Evidence: prompt, response, retrieval, and tool-call audit streams.
• Lineage: source dataset cards, retention policy, and approved grounding or training use.
• Access: IBM Cloud IAM drift around watsonx service roles and governance groups.
• Release: eval gates for model updates, retrieval changes, and prompt releases.
• Attestation: system cards, data cards, vendor disclosures, and incident route packets.

Run locally

npm install
npm run verify
npm start
npm start -- --json

Example output

# IBM watsonx Model Risk Register
IBM watsonx: watch posture, 74/100 risk, $0 recoverable or protected value.
Board question: Which watsonx model use cases need risk, disclosure, or access evidence before executive sign-off?
Highest-risk lane: Unclassified assistant use case (AI governance)

Static site

The repo builds a synthetic board surface into site/index.html.

npm run build:site

Data posture

This repo uses synthetic demonstration data only. It does not connect to live IBM watsonx tenants, export customer records, store credentials, or publish admin-console screenshots.

Portfolio connection

• Company/platform signal: IBM, IBM watsonx, IBM Cloud IAM
• Domain: AI governance and model risk
• Live surface family: https://watsonx.kineticgain.com/
• Apex: https://kineticgain.com/
• Portfolio: https://portfolio.kineticgain.com/