The Decision Layer™ · AI Assurance
Know When a GenAI Answer Is Safe to Rely On
Test whether generated and retrieved content is reliable enough to support the business decision that depends on it.
The transformation
Before
GenAI looks persuasive, but management cannot tell which answers are grounded, which are fragile, and which should never drive a material decision.
After
Management can trace critical outputs, challenge weak evidence and define exactly where human judgement must intervene.
What changes for you
TraceabilityFollow material answers back to source content, retrieval and model state.
GroundingKnow whether the answer rests on authoritative and current evidence.
Failure visibilityExpose hallucination, injection, leakage and retrieval corruption.
Human challengeKnow where a person must validate, override or stop.
Evidence currencyKnow when prompt, corpus, model or supplier changes invalidate assurance.
Decision confidenceUse GenAI where the evidence supports it. Constrain it where it does not.
What you receive
GenAI assurance map
Prompts, retrieval, data, model, output controls and decision points.
Failure-mode test pack
Scenario testing for hallucination, prompt injection, leakage and retrieval corruption.
Evidence trace
Reconstruction of selected outputs back to source evidence.
Decision brief
What can be relied on now, what must change and what reopens the conclusion.
How The Decision Layer moves the issue
PromptTest system and user instructions.
RetrieveTest source selection and ranking.
GroundTest provenance and freshness.
GenerateTest model behaviour and limits.
ValidateTest citations and human review.
DecideConnect output to the business decision.
ReopenDefine what invalidates assurance.
Connected service: this module sits inside AI System & Lifecycle Assurance™. Use the parent page to compare all four assurance modules.
Best used when
The decision is material, the evidence is incomplete, or the current assurance is harder to defend than it looks.
Bring the live use case and the decision it supports. The engagement starts there.