Outcome contract
The user, task, operating condition, expected result, evidence source, threshold, owner, and decision date.
Illustrative sample
Delivery Evidence Pack
A reference structure for connecting a production AI release to its intended outcome, configuration, quality gates, exceptions, deployment evidence, and deployed verification.
Sample statusIllustrative record design, not evidence from a client engagement. The fields, thresholds, reviewers, retention rules, and publication boundary are adapted to the use case and client environment.
Record structure
Six records that connect intent to the deployed decision.
The pack is designed to answer a practical question: what was intended, what version was released, what evidence was required, what differed, and what was observed in the environment the user received?
Version record
The model, prompt, tools, retrieval sources, policies, code, evaluation set, and environment tied to the release.
Gate ledger
The written conditions, evidence required, result, reviewer, exception, and release decision for each gate.
Exception record
What differed from the intended result, how it was detected, impact, containment, correction, re-verification, and publication decision.
Release evidence
Deployment identifier, environment, smoke test, monitoring, support owner, rollback path, and approval record.
Outcome verification
The deployed observation or operational record used to determine whether the capability achieved the agreed result.
Evidence chain
The record is produced across the delivery path.
No single test proves the whole capability. The outcome contract, working slice, gate ledger, release record, and deployed observation answer different parts of the delivery decision.
- 01
Frame
Define the deployed outcome
Name the user, task, business condition, operating constraint, and evidence source that will determine whether the capability works.
Outcome contract - 02
Build
Create a working production slice
Build the smallest end-to-end path that exercises the real identity, data, model, tool, interface, and support boundaries.
Working slice + trace - 03
Gate
Test behavior before release
Run versioned evaluations and control checks against written acceptance thresholds, negative cases, and escalation behavior.
Gate ledger - 04
Deploy
Release through controlled change
Deploy to the intended environment with monitoring, ownership, cost visibility, support, rollback, and release evidence attached.
Release record - 05
Verify
Inspect the outcome in use
Check the deployed capability against the agreed operational record rather than accepting build logs, generated summaries, or local demonstrations as proof.
Outcome verification
Cross-cutting operating controls
Evidence · Security · Governance · Cost accountability · Support · RollbackIllustrative gate ledger
Example conditions for a bounded internal knowledge assistant.
This neutral scenario demonstrates the structure only. It does not represent a client, completed release, or claimed result. A real ledger would use the client’s approved sources, thresholds, risks, reviewers, and environment.
GateConditionEvidence required
01Access and source boundary
The capability can reach only approved identities, tools, and source material.
Access-control test, retrieval trace, and source inventory
02Behavior and answer quality
The versioned configuration meets the written evaluation threshold for the selected use case.
Evaluation set, scored results, reviewer, and recorded exceptions
03Refusal and escalation
Unsupported or restricted requests follow the agreed refusal, handoff, or human-review path.
Negative-test record and escalation-path verification
04Deployment and operations
The intended route, identity, monitoring, support, cost, and rollback controls work in the target environment.
Deployed smoke test, monitoring record, and release evidence
05Outcome verification
The named user group can complete the target task under the agreed operating conditions.
Agreed observation, workflow record, or operational measure
Exception record
A release record should show where the intended result and the observed result diverged.
An exception is not hidden by changing the final summary. It is attached to the affected version and records the detection path, impact, containment, correction, re-verification, and release decision.
EXCEPTION RECORD FIELDS
01Detection and evidence source
02Affected version and environment
03Observed impact and scope
04Containment or rollback action
05Correction and accountable owner
06Re-verification and release decision
07Publication and retention decision
What the engagement defines
Adapted before the build
- The outcome, evidence source, threshold, owner, and decision date
- The model, data, tool, identity, workflow, and environment boundaries
- Evaluation design, negative cases, reviewer roles, and exception process
- The release, monitoring, support, cost, retention, and rollback requirements
- Which parts of the pack may be shared, retained, restricted, or published
Implementation-dependent
Proven by the selected system
- Whether the selected model and tool path can meet the written behavior threshold
- Whether source lineage and configuration can be recorded at the required level
- Whether identity, policy, monitoring, cost, support, and rollback work in the target environment
- Whether the intended users can complete the target task under agreed operating conditions
- Whether the evidence can be retained and inspected within privacy and contractual constraints
Use the sample
Judge the evidence model before buying the delivery work.
The sample shows the structure Graph42 would adapt. A working session can determine whether the record is proportionate to the use case and which evidence can realistically be produced in the target environment.