Assess whether vendor terms allow customer data in training (980f8e)
August 31, 2026
SITUATION Decision-audit designer is responsible for vendor terms allow customer in a company whose agents can send email without a gate, using content-attribution tags missing on customer-facing copy as the only working extract. An agent that refunded customers above its limit is what reset the timeline for this AI Governance Layer Lifecycle and Accountability file.
DECISION Decision-audit designer in a company whose agents can send email without a gate must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using content-attribution tags missing on customer-facing copy after an agent that refunded customers above its limit.
HYPOTHESES TO TEST 1. Authorize Policy or governance breach now; content-attribution tags missing on customer-facing copy already has the discriminator after an agent that refunded customers above its limit. 2. Keep Model defect in force until content-attribution tags missing on customer-facing copy is completed after an agent that refunded customers above its limit for decision-audit designer. 3. Treat content-attribution tags missing on customer-facing copy as Dual failure because both readings appear after an agent that refunded customers above its limit. 4. Refuse a AI Governance Layer close: decision-audit designer does not have the decision vendor terms allow customer turns on in content-attribution tags missing on customer-facing copy.
ANALYSIS REQUIRED 1. Test whether an agent that refunded customers above its limit changed routing, logging, or human-in-the-loop on the live agent path. 2. Score whether the agent action in content-attribution tags missing on customer-facing copy was in-policy, out-of-policy, or unlogged. 3. Confirm the inventory line still matches the running configuration in a company whose agents can send email without a gate. 4. For this AI Governance Layer Lifecycle and Accountability file, read content-attribution tags missing on customer-facing copy against an agent that refunded customers above its limit and write the one fact that would move vendor terms allow customer for decision-audit designer.
RECOMMENDATION Decision-audit designer should take Model defect on vendor terms allow customer unless content-attribution tags missing on customer-facing copy after an agent that refunded customers above its limit already proves Policy or governance breach for this Lifecycle and Accountability packet in a company whose agents can send email without a gate. Keep Dual failure live only while content-attribution tags missing on customer-facing copy is missing the decision vendor terms allow customer turns on. The working test on content-attribution tags missing on customer-facing copy is whether Test whether an agent that refunded customers above its limit changed routing, logging, or.
Explore more
More AI Governance Layer prompts
- Assess whether the committee can overrule a business unit (a58e34)
- Assess whether disagreement should block, queue, or log (56d97a)
- Assess whether procurement should fail a vendor lacking eval rights (a71df5)
- Assess whether a split between models is a review queue or noise (233b8c)
- Assess whether a score that never fails is a control or theater (6c8112)
Explore related decision areas
See governed multi-model AI on your own prompt
Compare GPT-5, Claude, and Gemini side by side, with human review and a decision record built in.

