Models / Model Launch Check

Decide a model release against the same checks.

Compare model candidates under the same checks, replay known failures, identify blockers, collect approvals, and produce a source-linked launch file.

Available nowScoped around one candidate set and release decision.
Launch fileRepresentative decision
CandidateAtlas 3.2
DestinationProduction
DecisionHold
  1. EvaluationSame rubric and source slice
  2. Regression replayOne failed case needs review
  3. Approval chainSafety signer remains
  4. RollbackOwner and procedure attached
Release gate2 requirements remainClose the failed-case review and collect the required signer.

Input, work, and output

Input

What you provide

  • Named model candidates and versions
  • Locked rubric, thresholds, data slices, and measurement version
  • Known regressions, release policy, approvers, and rollback owner

Work

What happens

  • Run the same evaluation and operating checks
  • Compare deltas, confidence, cost, latency, and failed examples
  • Replay known failures and expose blockers before approval

Output

What you receive

  • Ship, hold, or return decision
  • Required checks and completed approvals
  • Launch file, rollback, evidence packet, and retained regressions

Decision flow

A stage advances only when its required evidence and owner are visible.

  1. 01

    Candidate input

    Confirm candidate versions, owners, intended release, and evaluation context.

    Candidate manifest

  2. 02

    Same-check comparison

    Lock the rubric and source slice before scores or rank are displayed.

    Comparison matrix and source runs

  3. 03

    Regression replay

    Replay retained failures and keep each failed case visible.

    Regression outcomes and affected versions

  4. 04

    Blockers

    Name every failed, missing, expired, or permission-restricted requirement.

    Blocker owner and recovery

  5. 05

    Approval

    Show who can approve, who has approved, and what remains.

    Approval chain and timestamps

  6. 06

    Launch file

    Export the decision, evidence, destination, checksum, and rollback.

    Signed release packet

Evidence packet preview

Decide a model release against the same checks. evidence packet

Evidence attached
Candidate
Model and version identityProvider, owner, stage, and intended destination
Checks
Evaluation, regression, safety, operating, and policy stateVersioned source runs and evidence
Blockers
Failed, missing, expired, or restricted requirementNamed owner, consequence, and recovery
Approval
Required signers and completed decisionsActor, role, time, scope, and expiration
Release
Launch destination, manifest, checksum, and rollbackGenerated launch file

What the decision record supports

What the decision record supports.
OutcomeWorkEvidenceBoundary
ShipAll required checks pass, approvals are current, and rollback is present.Source-linked results, approvers, launch manifest, and generated time.Approval applies only to the named candidate, environment, checks, and release scope.
HoldA required check fails, expires, or lacks sufficient evidence.Blocking criterion, failed source run, consequence, owner, and next action.Hold remains active until the required evidence is regenerated and approved.
Return for workThe candidate needs remediation, new evaluation, or a corrected release record.Returned items, responsible owner, expected evidence, and review route.The workflow does not imply a fix; it records the required work and gate.

Inspectable evidence

Candidate comparison exposes the decision, not a leaderboard.

The example uses descriptive states because final scores must come from the customer's actual source runs.

Representative product state

Compare two candidates under one locked launch check.

The states below illustrate the interaction contract. Customer decisions use current source runs, named owners, and actual approvals.

Same checks
Select a criterion to inspect its source and decision effect.
Required checkCandidate ACandidate B
Review requiredEvidence ready
Blocking issueEvidence ready
Review requiredReview required
Evidence readyEvidence ready
1 blocking itemCandidate A: Known regressions
Launch packet previewCandidates, checks, sources, blockers, approvals, and rollback
  1. 1

    Same checksCandidates share the same rubric and measurement version.

  2. 2

    Blocking evidenceA failed regression remains visible and source-linked.

  3. 3

    Release effectEvery difference states how it changes the decision.