My Company | Continuous Improvement Command

A.I.R.O.N. Continuous Improvement Command

CI Command Center

Choose the right discipline, work the managed flow, retain the proof, monitor the gain, and feed the KPI Center with liability reduction and savings/efficiency impact.

Discipline-guidedTeam-visibleA.I.R.O.N.-monitoredV.A.U.L.T.-retainedKPI-fed

Operating doctrine

Every CI event becomes measurable plant memory.

KPI-connected

1. Select disciplineKaizen, A3, 5S, PDCA, root cause, SMED, Poka-Yoke, VSM, audits, and sustainment paths begin from the launcher.

2. Work the managed flowEach discipline has a guided page, required gates, owners, evidence, and step-by-step decisions.

3. A.I.R.O.N. monitorsHumans establish the routine; A.I.R.O.N. watches due dates, events, rollback signs, missing evidence, and reports.

4. Retain + reportV.A.U.L.T. keeps the truth. KPIs roll up liability reduction, savings, efficiency, sustainment, and rollback posture.

Recipe Doctor™ Intake Preview

Recipe drift can become a governed CI candidate.

Recipe Doctor™ remains advisory-only and demo-only, but the CI Center can now show how a repeated recipe drift pattern would be staged for supervisor review, evidence verification, KPI context, and V.A.U.L.T. retention before any formal CI event is created.

Candidate only · no auto event

SourceRecipe Doctor™Future governed intake source after deployment validation.

TriggerRepeated returns-heavy driftDemo pattern across three D500 heats.

EvidenceHeat history + counsel + outcomeRequires retained proof before CI intake.

StatusCandidate / Supervisor ReviewNot a live CI event.

BoundaryNo automatic CI creationHuman approval and verification required.

Drift DetectedRecipe Doctor™ sees repeated material variance.

Advisory CounselA.I.R.O.N. explains the next-heat recommendation.

Outcome VerifiedThe next heat confirms whether the counsel helped.

Supervisor ReviewHuman authority decides whether CI intake is justified.

CI CandidateThe issue is staged as a candidate, not automatically created.

V.A.U.L.T. RetentionEvidence and outcome can later become retained learning.

Candidate Intake Logic

Repeated returns-heavy drift across three D500 demo heats can become a CI candidate after supervisor review and verified outcome evidence.

3-Heat PatternReview Gate

Required Evidence

Selected grade, target vs. actual charge, correction counsel, approval status, melt-time response, PB movement, and quality feedback.

Heat HistoryCounselOutcome

Recommended CI Path

Start as an A3 or Root Cause candidate when the evidence suggests a repeatable recipe drift mechanism rather than a one-off heat variation.

A3 CandidateRoot Cause

Reporting Boundary

No savings, liability reduction, or efficiency claim should be attached until before/after evidence is verified and retained.

Verified FirstNo Theater

Open Recipe Doctor™ View KPI Bridge View V.A.U.L.T. Evidence

Discipline launcher

Select the improvement discipline.

Each live tile opens its own managed-flow page. CI Command stays lean: launch the discipline, review operating rollups, then hand off verified truth to V.A.U.L.T. and the KPI Center.

Discipline pages live

Managed discipline flow feedback

CI discipline page rollup.

Kaizen remains intact. A3, 5S, PDCA, Root Cause, Fishbone, CAPA, Standard Work, Visual Management, Gemba Walk, Waste Walk, SMED, Poka-Yoke, VSM, SPC / Trend Review, Layered Audit, Control Plan, Rollback Watch, and Project Closure / Retention now save managed-flow records, stage V.A.U.L.T. retention, and feed the CI / KPI preview layer through the same shared event backbone. The CI discipline page system is now structurally complete: first pain, investigation, correction, standardization, monitoring, closeout, retention, and KPI feedback all share one managed event backbone.

0Managed flow records

0Active discipline flows

0Sustainment routines staged

0KPI feed candidates

0Liability / risk signals

0V.A.U.L.T. paths staged

No managed-flow records saved yet.Save any CI discipline record to light up the CI rollup, KPI preview, sustainment watch, rollback posture, and V.A.U.L.T. staging trail.

No managed-flow records saved yet.

Operational ownership

My CI Queue + event ownership.

Saved CI records now collect into a working queue. Use it to see active work, evidence gaps, verification readiness, V.A.U.L.T. readiness, overdue reviews, and retained items before promoting records into the permanent operating layer.

Operating queue active

Current queue identityPortal userSession-aware where available. Shared persistence will be enabled after governance approval.

Operating ruleOwner + team + proofAuthority visibility and permanent V.A.U.L.T. storage come after the workflow is locked.

0Open CI events

0My queue

0Waiting evidence

0Evidence staged

0Ready for verification

0Ready for V.A.U.L.T.

0Overdue / due today

0Closed / retained

Queue view

Discipline

Status

Risk before

Due posture

Owner / team

Open KPI Center Open V.A.U.L.T.

No CI records loaded.Save a CI event to populate the queue.

Governed operating model

Authority / visibility rules.

Define who can create, edit, verify, approve, retain, close, and reopen CI work before records are promoted into governed V.A.U.L.T. storage.

Governed rule model

Authority model loads from the current portal session and CI event backbone.

SUPABASE READINESS / DATA MODEL

Govern the CI data before writing it permanent.

Supabase should not simply save forms. It should preserve the chain of truth from draft work through retained V.A.U.L.T. memory and KPI eligibility.

Internal planning — Dingfelder only

Draft Assigned Evidence staged Verified Approved V.A.U.L.T. retained KPI eligible

Local now

Browser-local records are still the proofing ground while the operating model is being finalized.

sample CI records and helper progress
local queue, KPI preview, and packet preview
visual workflow proof before database commitments

Supabase later

Supabase becomes the shared governed layer once the field workflow is stable.

shared CI events across users and devices
owner chain, approvals, audit trail, and retention requests
KPI candidates promoted only after evidence and authority review

V.A.U.L.T. remains the memory authority

Supabase prepares and tracks governed records. V.A.U.L.T. remains the retained source-of-truth layer for permanent plant memory.

ci_eventsMain CI event record across all disciplines: title, discipline, status, owner, area, risk, due date, and lifecycle state.

ci_event_detailsDiscipline-specific payloads for A3, 5S, PDCA, Root Cause, Fishbone, CAPA, Control Plan, and others.

ci_evidenceEvidence references, checklist state, owner, before/after links, SOP/PM/CMMS references, and gap notes.

ci_assignmentsOwner, team, contributor, verifier, approver, and report-recipient responsibility mapping.

ci_approvalsEvidence, safety, quality, KPI, V.A.U.L.T., and leadership approvals with dates and reviewer identity.

ci_kpi_candidatesProjected, observed, verified, sustained, finance-reviewed, and customer-confirmed KPI impact candidates.

ci_closeout_packetsCloseout packet snapshots, mode, readiness score, missing fields, and final packet review posture.

ci_activity_logAudit trail for who changed what, when, why, and what authority level allowed the change.

vault_retention_requestsGoverned handoff records for evidence packs, project memory, SOP, PM/CMMS, safety, equipment, and document lanes.

Role / RLS posture

Viewer, Contributor, Event Owner, Evidence Verifier, Safety / Quality / KPI Approver, V.A.U.L.T. Custodian, and Portal Admin permissions should be enforced before writes become permanent.

KPI truth rule

No unverified number becomes executive truth. Supabase stores candidates; approved KPI truth requires evidence, owner chain, verification, and V.A.U.L.T. retention posture.

Evidence rule

Evidence staged is not evidence retained. Supabase can track references and readiness, but governed retention remains a V.A.U.L.T. approval event.

1Schema + RLS draftDefine tables, policies, role gates, and field ownership before live writes.

2Local write mirrorMirror browser-local events to Supabase while preserving local fallback.

3Shared queuesTurn owner/team views into shared assigned work across logins.

4Evidence + approvalsActivate verifier, safety, quality, KPI, and V.A.U.L.T. review states.

5Retention handoffCreate governed V.A.U.L.T. retention request records from closeout packets.

6KPI promotionPromote only approved and retained candidates into executive KPI truth.

Closeout / export packet

Turn any CI event into a printable truth package.

Generate a packet for draft review, verification, V.A.U.L.T. retention, or executive summary. The packet clearly labels projected values as review candidates until evidence, owner chain, verification, and retention are approved.

Waiting for event

No packet selected yet. Use the Generate closeout packet button on any queue card or rollup card.

Evidence readiness

Proof gets staged before the event becomes retained truth.

CI records now track before/after references, measurements, PM or CMMS references, SOP references, approvals, and the next missing proof. This remains in review posture until V.A.U.L.T. storage is approved.

Attachment-ready path

0CI records with evidence fields

0Evidence packs staged

0Ready for V.A.U.L.T. review

0Known evidence gaps

Before / baselinePhotos, trend screenshots, inspection notes, measurements, and current-state observations.

After / verificationAfter photos, confirmation readings, audit scores, test results, and owner signoff.

Document referencesPM/CMMS IDs, SOPs, drawings, emails, manuals, photo set names, and V.A.U.L.T. intake notes.

Closeout gapWhat proof is still missing before the record can be verified, retained, or fed to KPI as stronger evidence.

No evidence packages staged yet.Open a discipline page and fill the Evidence + Attachment Readiness section to light up this lane.

KPI operating rollup

CI records now summarize into KPI-ready review lanes.

This panel reads the CI event backbone and separates open work, high-risk candidates, evidence posture, V.A.U.L.T. readiness, closed records, and unverified impact. It remains a review layer until the record is approved and retained.

KPI review preview

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 the local KPI review lanes.

Risk + liability watchHigh consequence work first

No high-risk CI records found.

Impact candidatesSavings / efficiency / exposure

No impact candidates found.

Retention candidatesProof staged for V.A.U.L.T.

No retention candidates found.

KPI rule

Projected and browser-local values stay labeled as review candidates. They do not become executive KPI truth until evidence, owner chain, verification, and V.A.U.L.T. retention are approved.

Impact accounting

CI tracks liability reduction and savings / efficiency impact.

Not every improvement has exact dollars on day one. A.I.R.O.N. separates projected, observed, verified, and sustained impact so the KPI Center reports proof instead of theater.

KPI feed active

Liability reductionHuman safety · machine safety · EPA/compliance · quality escape · training gap · repeat failure

Savings / efficiencyLabor hours · downtime avoided · scrap/rework reduction · maintenance avoided · cycle-time gain

Confidence levelProjected · observed · verified · sustained · finance reviewed · customer confirmed

KPI outputClosed CI events · risks reduced · savings verified · sustainment checks due · rollback watch

A.I.R.O.N. monitoring

Humans establish the routine. A.I.R.O.N. does the watching.

Monitoring can be time-based, event-based, or result-based. Reports feed every authorized team member by terminal, tablet, phone, or desktop portal.

Terminal · tablet · phone

Time basedShiftly, daily, weekly, monthly, quarterly, 30/60/90-day sustainment, annual audit cycles.

Event basedCI closed, PM missed, defect appears, downtime threshold crossed, evidence uploaded, training expires.

Result basedTarget not met, gain erodes, corrective action ineffective, follow-up not complete, rollback detected.

ReportsDaily shift summary, weekly CI, monthly sustainment, liability reduction, savings verification, retention report.

Command rollup

Main CI page summary lanes.

Shell only

Active CI EventsOpen discipline workflows and in-progress events.Feeds CI KPI

My CI QueueAssigned actions, approvals, sustainment checks, and reminders.Per login

Team CI QueueDepartment-level visibility by owner, area, phase, and due date.Role-gated

Awaiting ReviewEvents waiting for approval, closeout, or V.A.U.L.T. retention.Review lane

Sustainment WatchChecks due after implementation so gains are not abandoned.A.I.R.O.N.

Rollback RiskVisible signs that the improvement is slipping backward.Watch lane

Recent WinsClosed improvements with retained proof and impact status.KPI-ready

KPI Feed StatusShows which CI events are feeding liability and savings metrics.Truth map

Guided CI event intake

Create or update a retained CI event.

Select a discipline above or let A.I.R.O.N. recommend the path from the qualifiers below. Saved events remain compatible with the current CI backend.

CI event title

Owner email

Notification emails

Reports, reminders, and event-based feedback will route to retained recipients when automation is attached.

Problem / opportunity statement

Area

Asset / process

Urgency

Execution mode

Status

Selected discipline

What changed

Evidence summary

Liability and savings estimate

Risk beforeLow · Medium · High · Critical

Risk afterTarget posture after action

Estimated impactHours, downtime, scrap, rework, exposure

ConfidenceProjected · observed · verified · sustained

The current save path preserves the core CI event. Full liability and savings fields are staged for the next data-wiring pass so KPIs can roll up verified impact cleanly.

4M+A context

Man

Machine

Method

Material

Environment

A.I.R.O.N. sustainment ownership

This is where the completed CI stays alive after the meeting, event, or trainer is over.

Baseline to hold

Target condition

Review / report cadence

A.I.R.O.N. ownership activeA.I.R.O.N. is responsible for holding the completed gain.

Rollback watch

A.I.R.O.N. owner notes

Recommendation loading...

Guided process loading...

Preserved note / meeting gate

Capture live gates, training notes, evidence, and decisions as the work unfolds.

Saved CI events

Retained guided CI records for this workspace.

Loading retained CI events...

Event detail & preserved memory

Open a saved event to review its guided path, ownership handoff, timeline, and retained proof.

Open a saved CI event to review the generated path, ownership handoff, and preserved timeline.