A Go-or-No-Go Pilot Plan for Per-session Traceability From Instruction to Human Decision

The direct answer

Use a bounded slice to test whether “every assigned instruction has a handling identity” holds, make “identifiers regenerated between tools” a stop case, and leave expansion to the QA reviewer.

For per-session traceability from instruction to human decision, the relevant audience is teams that cannot reliably connect agent assignments, produced artifacts, QA verdicts, and issue-resolution decisions. The decision should cover stable session identity, instruction assignment, agent identity, tool and artifact references, QA verdicts, exceptions, human decisions, and closeout coverage. The supplied boundary starts with the current agent setup and representative session logs and ends with a per-session run directory and traceability coverage check, presented in reviewable form.

Trace completeness supports review; it does not prove correctness, approval, compliance, or the truth of an artifact's claims.

Write a pilot charter that can return no

Choose the riskiest assumptions

Start with the assumptions behind “every assigned instruction has a handling identity” and “artifacts and tool receipts are addressable”.

Include “identifiers regenerated between tools” and “artifacts stored without the instruction that produced them” as bounded negative fixtures.

Freeze a comparison baseline

The comparison asks whether “QA verdicts include evidence” holds without weakening the authority or evidence rules.

Run the canary as a sequence of gates

1. Confirm that the session owner still authorizes the charter.
2. Verify the supplied boundary matches the current agent setup and representative session logs.
3. Exercise the normal path and inspect whether “every assigned instruction has a handling identity” holds.
4. Run the failure case “QA verdicts recorded without proving output” without widening authority.
5. Compare the candidate and baseline evidence for “open issues resolve to a named decision”.
6. Ask the QA reviewer to record go, revise, or stop.

Use explicit decision outcomes

Prove rollback before expansion

If the failure case “identifiers regenerated between tools” occurs, stop writes, capture the live state, and compare it with the manifest before rollback.

Close the pilot with a bounded claim

A pilot is only a demonstration when it cannot stop for “identifiers regenerated between tools” or withhold expansion after the criterion “every assigned instruction has a handling identity” fails.

A passing result supports only the tested slice of per-session traceability from instruction to human decision.

How the sources bound the pilot plan decision

For per-session traceability from instruction to human decision, the live catalog limits the offer to two elements. The supplied boundary is the current agent setup and representative session logs. The catalog names the deliverable as a per-session run directory and traceability coverage check. It cannot establish whether “every assigned instruction has a handling identity” holds in the buyer's environment.

Connect those narrow roles to a local fixture for “artifacts stored without the instruction that produced them” rather than treating citation status as a pass.

For per-session traceability from instruction to human decision, limit the conclusion to the documented workflow and let the agent supervisor retain the current source-to-claim map. New authority or data requires the session owner to review the evidence boundary again.

Product-specific pilot plan review drills

These drills connect per-session traceability from instruction to human decision to concrete inputs, failures, acceptance statements, and owners. For per-session traceability from instruction to human decision, the drills bound the canary, stop rule, and expansion decision.

The pilot boundary for per-session traceability from instruction to human decision records the current agent setup and representative session logs but exercises only synthetic, non-secret markers. The session owner confirms that no enqueue, send, write, or external call may exit the canary fixture throughout or after the pilot.

Charter boundary

Describe the charter boundary review through a case involving “identifiers regenerated between tools”. The session owner captures the known state and the first unanswered workflow question.

Let the agent supervisor inspect a scope record covering the current agent setup and representative session logs and the evidence for “QA verdicts include evidence”. For per-session traceability from instruction to human decision, the charter boundary review cannot rely on a demonstration selected after execution.

The QA reviewer judges the charter boundary review against “QA verdicts include evidence”. The next step is authorized only for the part of a per-session run directory and traceability coverage check covered by that evidence. The charter boundary review advances with pass for support, fail for contradiction, and hold for unresolved evidence.

Changes to data, permission, or the handling of “identifiers regenerated between tools” trigger a new review owned by the session owner.

Risk hypothesis

Use “artifacts stored without the instruction that produced them” as the bounded stress case for the risk hypothesis review. The agent supervisor records where the workflow boundary for stable session identity, instruction assignment, agent identity, tool and artifact references, QA verdicts, exceptions, human decisions, and closeout coverage leaves its expected path.

Retain a boundary record covering the current agent setup and representative session logs, the observed output, and the test for “secrets and unnecessary personal data are excluded”. This makes the decision reproducible.

The QA reviewer resolves the risk hypothesis review by comparing the observed result with “secrets and unnecessary personal data are excluded”. Missing proof makes the QA reviewer block acceptance of a per-session run directory and traceability coverage check. The risk hypothesis review advances with pass for support, fail for contradiction, and hold for unresolved evidence.

Recheck the drill when the operating path no longer matches stable session identity, instruction assignment, agent identity, tool and artifact references, QA verdicts, exceptions, human decisions, and closeout coverage or when the rollback evidence expires.

Baseline comparison

Exercise the baseline comparison review against the known risk “QA verdicts recorded without proving output”. Ask the tool operator to mark the earliest point where the expected handoff diverges.

Document which element of the boundary covering the current agent setup and representative session logs is relevant to “artifacts and tool receipts are addressable”, then ask the human decision owner to label the observation as supporting, contradictory, or incomplete without recording the acceptance verdict.

The QA reviewer treats “artifacts and tool receipts are addressable” as the only pass condition for this drill. On failure, the QA reviewer returns a per-session run directory and traceability coverage check to review without inventing a substitute test. The baseline comparison review advances with pass for support, fail for contradiction, and hold for unresolved evidence.

Repeat the baseline comparison review when the failure case “QA verdicts recorded without proving output” appears with new data, permission, or consequences that the tool operator did not review.

Canary case

Use the canary case review to examine what follows from the failure case “human decisions captured without rationale”. Before intervention, the human decision owner retains the observable handoff.

The evidence for the canary case review begins with a scope record covering the current agent setup and representative session logs and ends with a review of “open issues resolve to a named decision” by the human decision owner.

The QA reviewer bases the outcome for the canary case review on “open issues resolve to a named decision” and keeps a per-session run directory and traceability coverage check bounded to that finding. The canary case review advances with pass for support, fail for contradiction, and hold for unresolved evidence.

Retest this decision when the team changes stable session identity, instruction assignment, agent identity, tool and artifact references, QA verdicts, exceptions, human decisions, and closeout coverage or can no longer reproduce the record for “open issues resolve to a named decision”.

Stop decision

Model the stop decision review with a safe fixture involving “sensitive values copied into the audit record”. The human decision owner names the affected action and its permitted consequence.

Use a scope record covering the current agent setup and representative session logs as the controlled source for a test of “every assigned instruction has a handling identity”. The session owner flags evidence from a different state as non-comparable.

Let the QA reviewer decide whether the criterion “every assigned instruction has a handling identity” passed under the recorded conditions. That verdict controls only this review slice. The stop decision review advances with pass for support, fail for contradiction, and hold for unresolved evidence.

The result expires when the workflow boundary for stable session identity, instruction assignment, agent identity, tool and artifact references, QA verdicts, exceptions, human decisions, and closeout coverage no longer follows the tested path or when evidence for “every assigned instruction has a handling identity” cannot be replayed.

Expansion record

Add a fixture demonstrating “identifiers regenerated between tools” to the expansion record review case package. The session owner identifies the exact handoff in stable session identity, instruction assignment, agent identity, tool and artifact references, QA verdicts, exceptions, human decisions, and closeout coverage that requires a verdict.

Create a versioned boundary record covering the current agent setup and representative session logs, then test whether “QA verdicts include evidence” holds; keep the case result with its exact input identity.

The QA reviewer records pass only for “QA verdicts include evidence”. Any wider claim about a per-session run directory and traceability coverage check stays outside the drill. The expansion record review advances with pass for support, fail for contradiction, and hold for unresolved evidence.

The receipt becomes stale when the workflow boundary for stable session identity, instruction assignment, agent identity, tool and artifact references, QA verdicts, exceptions, human decisions, and closeout coverage changes or the QA reviewer can no longer reproduce the judgment.

Frequently asked question

How should I pilot Agent Audit Trail?

Pilot a narrow slice using the current agent setup and representative session logs. Require evidence that every assigned instruction has a handling identity, and stop on the failure case “identifiers regenerated between tools”. The QA reviewer records go, revise, hold, or rollback.

A product bridge, with a boundary

The Agent Audit Trail is the relevant sincLLM offer for this narrow problem. The frozen live catalog describes its required boundary as the current agent setup and representative session logs and its deliverable as a per-session run directory and traceability coverage check. Delivery under the catalog scope cannot by itself prove buyer fit, legal compliance, system safety, technical adequacy, or a business outcome.