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Project PHÉNIX · Demo Case 001
Execution · Day 1 Frozen
CASE NAVIGATION Case Home
Case HomeD01 · Source LedgerD02 · Identity MapD03 · Operating BaselineD04 · ORC-17 RuleD05 · Exception RecordD06 · Evidence ReviewD07 · Authority MapD08 · Decision PackD09 · Exposure ReviewD10 · Executive CloseOperating RealityAsset P-204Evidence RoomDecisionsClosure
Case Definition v1.0 · Frozen · Execution entered Day 1
Technical Application Case · PHX-001

Project PHÉNIX.
The Silent Overheat.

PHX-001 is a bounded ten-day operating-reality review built around one critical asset: cooling pump P-204 at Site 02. The review does not begin with an AI agent or an automation. It begins by establishing what the client systems, the physical asset record and the human authority record actually say — and whether those records can be reconciled.

Case statusCase closed · Day 10 executive brief frozen
SectorCement · Grinding · Logistics Corridor
Operating boundarySite 02 · Cooling system · P-204
Group context3 synthetic operating sites
Planned review10 effective working days after Definition of Ready
Primary decision ownerOperations Director
AUTUM authorityObserve · reconcile · raise · route · never actuate plant
Data classSynthetic demonstration data
Case Definition v1.0
Definition frozen · D01–D10 controlled review completed
18 Aug 2026
01 · Case Mandate

The case has one job.

Determine whether Site 02's reported healthy operating state can be defended from the available physical, maintenance, production, procurement and authority records around P-204.

Decision question

Is continued operation of P-204 supported by the current evidence, and which named human authority owns the operating decision when the records conflict?

CASE IMPACT · SYNTHETIC DEMONSTRATION

What the workflow produced.

PHX-001 does not claim avoided loss or productivity uplift. The measurable output is the governed operating workflow created from fragmented records.

Source groups12

Controlled intake records.

Identity edges6

Approved relationships.

Evidence records16

Reviewed before decision.

Control rules1

ORC-17 v1.0.

Human decisions2

Operating and capital.

AUTUM plant commands0

Human authority preserved.

02 · Why / For Whom / To What End

A technical contradiction becomes a capital problem fast.

The case is built for operators who must defend a decision under time pressure. A green site report is not enough if the asset, maintenance and governance records disagree.

WHYProtect operating continuity.

Expose a material contradiction before it becomes an unplanned stoppage, delayed replacement or unowned decision.

FOR WHOMNamed operating authorities.

COO, Plant Director, Maintenance / Reliability, Procurement, Finance, Board / Risk.

TO WHAT ENDReach a defensible decision.

Assemble the minimum evidence required to determine the permitted operating state and the capital action around replacement.

VALUE AT RISK$1.21M / day scenario.

Not booked loss. A decomposed full-stoppage exposure used to size urgency and decision consequence.

03 · Hard Boundary

What PHX-001 is. What it is not.

The boundary is contractual. Anything outside it cannot silently become a finding, an engineering instruction, a software promise or a new workstream.

BoundaryIn scopeOut of scopeReason
PhysicalSite 02 cooling system; asset P-204 and records directly required to interpret its operating state.Full plant reliability programme; unrelated rotating assets; mechanical teardown.One asset, one decision path.
ProcessCondition signal → maintenance control → override → replacement request → operating decision.End-to-end plant maintenance transformation.Prevents consulting scope creep.
SystemsSCADA / historian, CMMS, MES, ERP / procurement, operations logs, governance documents.Unrelated corporate systems and unrestricted enterprise data lake access.Data minimisation.
TimeCurrent exception window plus defined historical lookback by source.Open-ended historical investigation.Enough context to establish baseline without turning PHX-001 into forensic discovery.
DecisionFrame options, evidence basis, authority, exposure and closure conditions.AUTUM making the final plant or procurement decision.Authority remains human.
EngineeringRecord observed condition and existing engineering evidence.Remaining-life certification, root-cause teardown, safety sign-off.No unsupported engineering claim.
BehaviourRecord approvals, overrides, timestamps and missing records.Fraud, negligence or motive attribution.Evidence before allegation.
FinancialScenario exposure using client-approved assumptions.Booked loss, audit opinion, insurance or investment advice.Decision support only.
04 · Client Access Model

AUTUM does not need uncontrolled access to the plant.

The case uses the least-privilege route that still allows the operating record to be reconstructed. Direct integration is preferred where the client can support it. Controlled extracts remain valid where systems are older or fragmented.

CLIENT SYSTEMS LAYER Systems of record

SCADA / historian, CMMS, MES, ERP / procurement, operations log, engineering and authority documents.

→
ACCESS LAYER Read-only by default

API, dedicated service account, scheduled extract or controlled file upload. No plant write permission in PHX-001.

→
AUTUM EVIDENCE LAYER Normalize without erasing provenance

Asset IDs, timestamps, owners, source IDs, quality flags and version state are preserved before records are joined.

→
CONTROL LAYER Rule → exception → decision

ORC-17 evaluates the joined record. Material contradiction opens EXC-204-17 and routes DEC-1842 to a named authority.

MODE A · PREFERREDRead-only system connector

Dedicated client-approved service account or API scope. Used when source systems permit stable read access.

MODE B · ACCEPTEDScheduled secure extract

CSV / JSON / database export delivered on a defined cadence. Source timestamp and extraction timestamp are both retained.

MODE C · CONTROLLEDManual evidence upload

Used for PDFs, engineering notes, authority matrices and legacy records that cannot be exposed by API.

05 · Data Contract

What we ask the client for.

The request is defined before Day 1. AUTUM asks for the fields required to answer the case question, not a bulk dump of the enterprise.

SCADA / HistorianPhysical state of P-204 and source-quality context.30-day lookback
Identityasset_id · sensor_tag · source_system
Timeevent_timestamp · timezone · extraction_timestamp
Conditiontemperature_value · unit · threshold_band
Qualitysensor_quality_flag · missing_interval · calibration state if available
CMMS / MaintenanceWhether the maintenance control operated as designed.12-month asset history + live WO
Work orderwork_order_id · priority · status · opened_at · due_at
Ownershipassigned_role · assigned_user · escalation_owner
Executioninspection_attempt · completion_at · closure_code · comments
Historymaintenance_event_type · prior failures · repeated intervention state
MES / ProductionWhat the site reported while the asset condition deteriorated.30-day production baseline
Stateline_state · run / stop · downtime event
Outputtarget_output · actual_output · performance_pct
Timeshift · period_start · period_end
Linksite_id · line_id · asset dependency if exposed
ERP / ProcurementWhether the replacement path was initiated and where it stopped.90-day workflow history
Requestrequest_id · created_at · requested_item · value
Approvalapproval_state · current_owner · approved_at · rejected_at
PO statepurchase_order_id if issued · issue_at · vendor
Supplyquoted_lead_time · committed_delivery_at if available
Operations / GovernanceWho changed the operating state, under which authority and for how long.90-day override history + current matrix
Overrideoverride_id · start_at · expiry_at · closure_at
Authorityapproved_by · approved_role · authority_limit
Reasonstated_reason · linked_warning · linked_work_order
Auditchange_log · amended_by · amended_at
Engineering EvidenceExisting technical judgment. AUTUM does not replace it.Current + latest relevant history
Warningwarning_id · severity · issued_at · author_role
Recommendationrecommended_action · operating_limit if stated
Criticalityasset_class · criticality_rank · dependency
Procedureshutdown / inspection procedure · version · owner
Financial Exposure InputsClient-approved numbers used to size the consequence of a full stoppage.Current approved assumptions
Contributiondaily contribution margin / lost production basis
Contractsdelivery penalties · service-level exposure
Logisticsstandby · rerouting · corridor disruption
Recoveryrestart · labour · energy · downstream allowance
06 · Metrics Contract

Every metric has a decision use.

We do not request a KPI because it is fashionable. It stays in the case only if it changes the rule, the exception, the exposure or the decision.

MetricSourceWhy requestedCase usePrimary / contextual
P-204 temperature / threshold bandSCADA / HistorianEstablish physical deviation.ORC-17 condition input.Primary
Sensor quality / missing intervalsSCADA / HistorianTest whether the condition signal itself is trustworthy.Evidence confidence.Primary
P1 WO overdue hoursCMMSMeasure control breach, not merely WO existence.ORC-17 condition input.Primary
Production actual vs targetMESReconstruct the reported green state.Contradiction with ground record.Primary
Line run / stop stateMESConfirm whether production continued through the exception.ORC-17 condition input.Primary
Override active / expired / closedOperations LogTest governance state.Exception severity + approval trail.Primary
PR approval latencyERP / ProcurementMeasure time spent without a committed replacement path.DEC-1837 + exposure context.Primary
Vendor lead timeProcurementEstimate replacement timing only after approval.Decision consequence.Contextual
Daily stoppage exposureFinance / OperationsSize economic consequence.Decision urgency.Contextual
OEE / yield / cycle timeMES / PerformanceUseful manufacturing context, but not required to establish PHX-001's primary contradiction.Not a core decision variable in this case.Contextual / optional
07 · Autonomy Boundary

The software may observe more than it may do.

PHX-001 is not a live autonomous-control case. The autonomy boundary is explicit before access is granted.

ActionAUTUM permission in PHX-001Control
Read approved source recordsAllowedLeast-privilege read scope.
Normalize and reconcile recordsAllowedProvenance retained.
Evaluate ORC-17AllowedVersioned control rule.
Create / escalate an exceptionAllowedLogged and traceable.
Assemble a decision packAllowedEvidence IDs and limitations visible.
Recommend a governed optionHuman review requiredRecommendation never equals authority.
Approve PR-4481Not allowedClient procurement authority only.
Change plant operating stateNot allowedOperations Director / site procedure only.
Write back to SCADA / PLCNot allowedNo actuator permission in this case.
Delete or rewrite source evidenceNot allowedSource record remains immutable from AUTUM.
08 · Definition of Ready

Day 1 starts only when the case is ready.

A ten-day review is ten effective working days. If the required access or accountable owners are missing, the clock does not begin.

REQUIRED BEFORE DAY 1
01
Executive sponsor and final operating authority named.
02
Site 02 / P-204 physical and process boundary signed off.
03
Source-system inventory and owner for each source confirmed.
04
Read-only access, secure extract or upload path approved for each required source.
05
Historical lookback windows and extraction cadence agreed.
06
Asset ID / tag reconciliation rule agreed across systems.
07
Timezone and timestamp treatment fixed.
08
Decision-authority matrix and applicable operating procedure retrieved.
09
Data handling, retention and client-security constraints recorded.
10
Case success criteria and closure rule accepted.
START-CLOCK BLOCKERS
×
No sponsor with authority to resolve the final decision.
×
No physical asset mapping between SCADA, CMMS and MES.
×
Telemetry has no usable timestamps or source-quality state.
×
CMMS record cannot expose WO status and due time.
×
Override authority record is completely inaccessible.
×
Client requests autonomous control or plant write access inside PHX-001.
×
Scope expands beyond P-204 without a separate case definition.
09 · What We Test / Do Not Test

Claims stay inside the test boundary.

The case is credible only if a reader can see which questions were actually tested and which questions remain outside the mandate.

TESTED IN PHX-001
Can structured and unstructured client records be joined around one critical asset without losing provenance?
Can reported operating state be reconciled against physical condition, maintenance and authority records?
Can a control rule raise a material exception under incomplete data without inventing certainty?
Can the system distinguish supported, partial, contradictory and missing evidence?
Can the exception be routed to the correct human authority with the evidence basis attached?
Can scenario exposure be traced to explicit client-approved assumptions?
NOT TESTED / NOT CLAIMED
No validated predictive-maintenance or remaining-life model.
No autonomous plant control or PLC / SCADA write-back.
No full-site process redesign.
No mechanical root-cause teardown.
No fraud, negligence or motive attribution.
No cybersecurity penetration test.
No claim that $1.21M/day is booked accounting loss.
10 · How to Read the Room

Status is evidence state. Blue is interaction.

The interface must tell a new reviewer what is fact, what is incomplete, what conflicts, what is outside the test and what can be opened.

SupportedRetrievable support

The available record directly supports the stated fact.

PartialUseful, incomplete

Evidence exists but cannot close the review question.

ContradictoryRecords conflict

Material sources cannot be reconciled yet.

MissingExpected, not retrieved

The control expects a record and the room does not have it.

Not testedOutside the claim

The case does not use this item as evidence for a conclusion.

BLUE = CLICKABLE.
Navigation, record links, decision rows and action buttons use #1F75FE. No other color indicates a click.
STATUS ≠ ACTION.
Mint, lavender, orange, lime, purple, black and white describe state, hierarchy or brand. They do not imply interaction.
11 · Production Standard

One bounded workflow. Real systems. Governed autonomy. Measurable operating consequence.

PHX-001 is designed against a production standard, not a chatbot standard. The case starts with process and data mapping across machines, people and enterprise systems; it treats exceptions and real-time operating state as first-class objects; it preserves human oversight; and it measures success against operating and financial outcomes rather than model fluency.

01Lighthouse scope

One high-value workflow / decision path before estate-wide scale.

02Enterprise integration

Work with existing systems rather than assuming greenfield infrastructure.

03Observability

Every exception, decision and transition must leave a visible record.

04Human safety net

Authority is explicit where autonomy is not earned or permitted.

05Outcome measure

Cycle time, quality, operating continuity and economic consequence matter more than demo theatre.

12 · Planned Ten-Day Review

One day. One controlled artefact.

This is the planned execution sequence after Definition of Ready. None of these days is represented as completed while the case remains in Definition stage.

Execution state · NOT STARTED Clock starts only when Definition of Ready is satisfied.
D01
18 Aug 2026
Intake Freeze & Source Ledger

Freeze received sources, owners, versions, gaps and access paths.

Controlled artefact: PHX-D01 Source Ledger v1.1.
D02
18 Aug 2026
Asset / Identifier Reconciliation

Map P-204 across SCADA, historian, CMMS, MES and procurement records.

Controlled artefact: PHX-D02 Asset Identity & Alias Map v1.0.
D03
18 Aug 2026
Operating Reality Baseline

Reconstruct reported state against physical and maintenance state.

Controlled artefact: PHX-D03 Operating Reality Baseline v1.0.
D04
18 Aug 2026
Control Rule Freeze

Version ORC-17 and test its input requirements and exclusion conditions.

Controlled artefact: PHX-D04 ORC-17 Control Rule v1.0.
D05
18 Aug 2026
Exception Reconstruction

Build EXC-204-17 from timestamped cross-system evidence.

Controlled artefact: PHX-D05 EXC-204-17 Exception Record v1.0.
D06
18 Aug 2026
Evidence & Gap Review

Classify support, contradiction, partial evidence and missing records.

Controlled artefact: PHX-D06 Evidence & Gap Register v1.0.
D07
18 Aug 2026
Authority Reconstruction

Map technical recommendation, operating authority and procurement authority.

Controlled artefact: PHX-D07 Authority Map v1.0.
D08
18 Aug 2026
Decision Pack

Frame DEC-1842 and DEC-1837 with evidence basis, options and limits.

Controlled artefact: PHX-D08 Decision Pack v1.0.
D09
18 Aug 2026
Exposure & Scenario Review

Trace the economic consequence to approved input assumptions.

Controlled artefact: PHX-D09 Exposure Schedule v1.0.
D10
18 Aug 2026
Executive Brief & Closure Conditions

Freeze supported facts, limitations, open decisions and closure records.

Controlled artefact: PHX-D10 Executive Decision Brief v1.0.
Execution state. Case Definition v1.0 is frozen. Day 1 has now closed with a controlled Source Ledger. Documented source gaps may proceed to Day 2 if they do not prevent asset identity reconciliation. A missing mandate remains a stop condition.
SOFTWARE ARCHITECTURE DEMONSTRATION · PHX-001 OPERATING REALITY CASE ROOM · SYNTHETIC DATA · NO LIVE PLANT CONTROL