A.I.R.O.N. Performance Command

KPI Center

KPI values must come from retained truth, live operational activity, approved plant data, or clearly labeled review lanes. If the source is not known, the number does not get dressed up.

TraceableRole-gatedV.A.U.L.T.-awareOperations-connectedNo theater

Recipe Doctor™ signal preview

Future governed recipe intelligence signal. Display only until My Company recipe data, heat outcomes, and approval records are validated.

Preview · Not Live
Recipe Accuracy94.6%D500 demo batch accuracy.
Largest DriftReturns +4.8%Repeated-drift candidate.
PB DirectionRisingWatch until verified outcome.
CI CandidatePendingSupervisor review required.
KPI StatusNot LiveNo KPI writes or claims.

How My Company KPIs are governed

Operator panels answer what is happening right now. The customer portal KPI Center summarizes what the retained truth says after the live lanes, reviews, and evidence trails are connected.

  • Live sourceOperations, Work Requests, Quote Requests, and Support show current activity.
  • Retained sourceV.A.U.L.T. holds evidence, history, documents, approvals, PM records, and project memory.
  • Improvement sourceBetter Days, CI, S.W.A.T., Training, and rollback watch show whether learning is actually being sustained.
Executive Plant Pulse

Source health summary

A.I.R.O.N. summarizes only the wires that can be seen on this page: live activity, retained records, watch items, and the latest evidence-backed signal.

Reading wires
Live wires connected
Records retained
Open watch items
Latest activity
Source confidence
Needs wiring
Plant Pulse is waiting for the KPI live wires to report.

Operations

Live lane

Work requests, quote requests, response flow, and active customer needs.

V.A.U.L.T.

Retained truth

Documents, uploads, project memory, evidence, PM history, approvals, and retained records.

Improvement

Structured

Better Days, Continuous Improvement, S.W.A.T., Training, and rollback discipline.

Safety + Compliance

Safety live wire

Reads safety references, compliance and inspection records, evidence packs, upload intake rows, and safety-related active work when approved sources are available.

Open safety items
Inspection records
Rollback watch

Waiting for safety, inspection, evidence, and compliance records...

Maintenance + Baghouse Health

Maintenance live wire

Reads PM / inspection documents, evidence packages, and maintenance or baghouse work activity when approved sources are available.

PM records
Open work
Evidence packs

Waiting for PM, evidence, and maintenance work records...

Operations Requests

Local live wire

Work and quote activity stays live until review, closeout, acceptance, supersession, or project conversion. This first wire reads approved portal submissions captured on this browser; plant-wide backend rollup comes next.

Active work
Active quote
Handoff candidates

Waiting for local Operations records...

V.A.U.L.T. Retention Health

Retention live wire

Reads governed document rows, upload intake/source buckets, project-memory signals, and pending classification indicators when approved sources are available.

Documents
Uploads
Project memory

Waiting for retained V.A.U.L.T. records...

CI + Better Days Momentum

Improvement live wire

Tracks whether improvements are submitted, routed, implemented, retained, and protected from rollback. This wire reads approved Better Days and CI records when the current user has authority.

CI cases
Better Days
Rollback watch

Waiting for improvement records...

Training Readiness

Training live wire

Reads assigned learning, completed training history, overdue items, certificate evidence, and retained SOP/reference material when approved sources are available.

Assigned
Completed
Overdue

Waiting for training assignments, completion history, and retained SOP references...

Fifth live wire

Safety + Compliance wire

Reads safety references, inspection/compliance records, evidence packs, upload intake rows, and safety-related active work. This keeps safety visibility evidence-backed instead of theatrical.

Source pending
Open safety items
Inspection / compliance records
Latest safety activity
Safety + Compliance source has not been read yet.Safety references, inspections, evidence packs, upload rows, and safety-related open work will appear here when available.
First live wire

Operations Requests live wire

Reads local Work Request and Quote Request records submitted through the approved portal on this browser. This prevents dashboard theater while the backend rollup is still pending.

Local source
Work requests
Quote requests
Latest activity
No local Operations records read yet.Submit a work or quote request to prove the first KPI wire.
Second live wire

CI + Better Days improvement wire

Reads Better Days and CI records through the approved portal where authority exists. This gives KPI visibility into improvement momentum without inventing plant-wide numbers.

Source pending
CI cases
Better Days
Latest improvement activity
Improvement records have not been read yet.Approved Better Days and CI records will appear here when the current role can access them.
Third live wire

Maintenance + Baghouse Health wire

Reads PM / inspection document rows, evidence packages, and maintenance or baghouse work activity. Values stay partial until the customer PM, equipment, and evidence lanes are fully connected.

Source pending
PM records
Open maintenance work
Latest baghouse activity
Maintenance source has not been read yet.PM rows, evidence packs, and baghouse-related work records will appear here when available.
Fourth live wire

V.A.U.L.T. Retention Health wire

Reads governed document rows, upload intake history, V.A.U.L.T. source buckets, and project-memory signals. This tells whether plant truth is actually being retained and classified under the right lane.

Source pending
Retained documents
Upload / intake rows
Latest retained activity
V.A.U.L.T. retention source has not been read yet.Document rows, upload intake, project memory, evidence packs, PM/CMMS, and classification indicators will appear here when available.
Sixth live wire

Training Readiness wire

Reads assigned learning, completion history, certificate evidence, training requests, and retained SOP/reference rows. Training KPIs stay evidence-backed instead of becoming percentage theater.

Source pending
Assigned learning
Completed training
Latest training activity
Training Readiness source has not been read yet.Assigned training, completions, certificates, requests, SOPs, and retained references will appear here when available.
Continuous Improvement KPI Rollup

CI operating signal from local managed-flow records

This live wire reads the same CI event backbone as the discipline pages, Team Queue, Evidence Readiness, and CI Command. It separates review candidates from retained KPI truth.

Local CI source
0Open CI events
0Active disciplines
0High / critical risk
0Liability candidates
0Savings candidates
0Evidence staged
0Ready verification
0Ready V.A.U.L.T.
0Rollback alerts
0Closed / retained
No CI KPI candidates yet.Save a CI event or load sample records to populate this improvement live wire.
Risk + liability watchHigh consequence first

No high-risk CI records found.

Impact candidatesReview before reporting

No impact candidates found.

Retention candidatesEvidence + V.A.U.L.T.

No retention candidates found.

Recipe Doctor™ Future Signal

Recipe intelligence ready for KPI review

Recipe Doctor™ is currently demo-only and advisory-only, but its governed truth chain is ready to become a future KPI source after My Company recipe data, heat outcomes, approval records, and V.A.U.L.T. retention are validated.

Preview only · no live write
Recipe Accuracy94.6%D500 demo batch accuracy, display only.
Largest DriftReturns +4.8%Repeated drift candidate across recent demo heats.
PB Tier DirectionRisingWatch posture until next-heat outcome is verified.
CI CandidatePendingRequires supervisor review before CI intake.
KPI StatusNot liveAwaiting validated deployment data.
Recipe DriftRepeated material variance becomes a review candidate.
Correction CounselA.I.R.O.N. explains the advisory recommendation.
Supervisor ReviewHuman authority approves, rejects, or holds action.
Verified OutcomeNext heat confirms whether the counsel helped.
CI CandidateRepeatable pattern can enter governed improvement review.
KPI SignalOnly verified outcomes become future KPI evidence.

Potential KPI Families

Recipe accuracy, melt-time consistency, PB tier movement, correction heat exposure, and repeated drift frequency.

AccuracyMelt TimePB Tier

Evidence Required

Selected grade, target vs. actual charge, supervisor approval, lab/quality feedback, next-heat outcome, and V.A.U.L.T. retention.

ApprovalOutcomeV.A.U.L.T.

CI Intake Preview

Repeated returns-heavy drift across three heats can become a CI candidate only after review, not as an automatic event.

3-Heat PatternReview Gate

Reporting Boundary

No savings, liability reduction, or efficiency claims should be reported until verified before/after evidence exists.

No TheaterVerified First

KPI drilldown routing

Each KPI card now opens the lane that owns the current truth. Values remain blank until the source lane is wired and trustworthy.

KPI cardPrimary drilldownRetained pathCurrent behavior
Safety + ComplianceSafety references / Evidence PacksV.A.U.L.T. Safety + EvidenceSafety live wire
Maintenance + Baghouse HealthPM / CMMS, Equipment Library, Work RequestsV.A.U.L.T. PM + Equipment HistoryMaintenance live wire
Operations RequestsOperations Center, Work Requests, Quote RequestsProject Memory + Document LaneLocal live wire
V.A.U.L.T. Retention HealthV.A.U.L.T., Document Lane, Project MemoryGoverned retained memoryRetention live wire
CI + Better Days MomentumContinuous Improvement, Better Days, Rollback WatchRetained improvement memoryImprovement live wire
Training ReadinessMy Training, Training / SOPs, ReferencesTraining evidence + SOP referenceTraining live wire

KPI source map

Each KPI must have a visible source. A.I.R.O.N. can summarize the plant only after the signal, owner, and retained record path are clear.

KPI familyPrimary sourceRetained underCurrent status
Safety / ComplianceSafety, Support, Upload IntakeV.A.U.L.T. Safety + Evidence PacksSafety live wire
Maintenance / Baghouse HealthOperations, PM records, Upload IntakePM / CMMS + Equipment LibraryMaintenance live wire
Work / Quote RequestsOperationsProject Memory + Document LaneLocal live wire
Better Days / CIBetter Days + Continuous ImprovementV.A.U.L.T. retention + Rollback WatchImprovement live wire
TrainingMy TrainingTraining / SOPs + CertificatesTraining live wire
Retention HealthV.A.U.L.T. drawersDocument Lane, Upload Intake, Evidence, PM, Project MemoryRetention live wire
Next wiring step

Operations Requests, Improvement Momentum, Maintenance / Baghouse Health, V.A.U.L.T. Retention Health, Safety + Compliance, Training Readiness, and the Executive Plant Pulse are now active summary lanes. The CI live wire now summarizes local managed-flow records. The next safest step is to decide when approved CI events should promote from browser-local review records into Supabase / V.A.U.L.T. retained truth.