Project spend actuals
0
Project spend rows available for maintenance/cost verification context.
Maintenance Verification
Understand the operating model before opening the live use case.
Maintenance Verification Launch
Refreshed: 2026-07-18 22:55:04 UTC
SOURCE
bp Sphere use case launch spec + linked runtime proof surfaces
Scope: Understand → Experience → Verify
POLICY
Launch metrics are non-attestation unless a section is explicitly marked live
EVIDENCE
Work orders, engineering specs, maintenance procedures, waivers, supplier claims
RECORDS
Scenario orientation with downstream runtime, evidence, lineage, and read-model links
ACTION
Launch Maintenance Verification
Launch Page Data Basis
T2/T3 MIXED READ MODEL
NON-ATTESTATION
FALLBACK DISCLOSED
The figures on this launch page are validation-orientation values unless a section is explicitly marked live.
They are not audit-attested SOR proof and must not be presented as production financial evidence.
A live compact read-model anchor is shown below for this launch page. Static launch metrics remain orientation-only.
Live Domain Read-Model Anchor
These values come from page-specific persisted read-models where available. Zeros mean no live rows were present, not a substituted demo value.
Evidence artifacts
13077
Persisted artifacts available before operational claims are treated as proved.
Evidence packs
5628373
Evidence-pack rows available for replayable proof.
Policy evaluations
21474822
Policy evaluation rows available for governance proof.
Source Connector Readiness Anchor
Connector dependencies are loaded from tenant domain connector manifests for asset_lifecycle, procurement.
This is readiness metadata, not a successful SOR call; live proof still requires read-model rows, evidence, policy, replay, or source-system response records.
Mode distribution: declared: 5.
asset_lifecycle · maximo
declared
No operation manifest declared · freshness Not declared
asset_lifecycle · sap_pm
declared
No operation manifest declared · freshness Not declared
asset_lifecycle · inspection_system
declared
No operation manifest declared · freshness Not declared
asset_lifecycle · iot_telemetry
declared
No operation manifest declared · freshness Not declared
procurement · default_sor
declared
2 operations: read, write · freshness Not declared
Live Platform Proof Anchor
These counts come from persisted runtime tables. Business figures elsewhere on this launch page remain non-attestation unless separately marked live.
Agent Executions5826289
Policy Evaluation Logs21474822
Decision Ledger Records5422407
Organizational Change Records7
Value Event Records39489
Business Problem
Why this use case matters before the demo starts
Maintenance invoices often depend on work order completion, activity evidence, engineering-grade requirements, and waivers that live across operations and finance systems rather than in AP alone.
bp Sphere Decision Operating System
Maintenance Verification
Assemble work-order, engineering, contract, and waiver evidence before approving supplier consumption claims.
Enterprise Signal
Maintenance consumption exception
This use case starts with a governed enterprise signal, not a generic AI prompt.
→
bp Sphere Assembles
Context + Evidence + Policy + Impact + Judgment + Memory
Source systems consulted: Work orders, engineering specs, maintenance procedures, waivers, supplier claims. Consequences evaluated: Operational verification, exception approval, cost-control posture.
Context Discovery
Evidence Assembly
Policy Evaluation
Impact Analysis
Human Judgment
Decision Memory
What This Use Case Proves
1
Signal
Maintenance consumption exception enters the operating model.
2
Context Discovery
Work orders, engineering specs, maintenance procedures, waivers, supplier claims are assembled into enterprise context.
3
Evidence & Policy
Controls and source evidence shape the decision before recommendation.
4
Impact
Operational verification, exception approval, cost-control posture are calculated before action.
5
Human Judgment
The operator approves, overrides, escalates, or requests more evidence.
6
Decision Memory
This operating model generalizes from maintenance verification to operational risk and asset governance.
Launch Metrics · Non-Attestation Unless Marked Live
Enterprise Context Sources6
Evidence Records Evaluated44
Policies Applied6
Prior Decisions Referenced9
Data BasisLaunch orientation
Why This Is Credible
- Work order, asset, activity, and engineering specification are assembled together
- Cross-contract and waiver discovery replaces tribal knowledge
- SME-style reasoning can be replayed against historical maintenance claims
Recommendation Is Not The Product.
The durable value is the governed combination of context + evidence + policy + impact + human judgment. The recommendation is merely the visible output.
The durable value is the governed combination of context + evidence + policy + impact + human judgment. The recommendation is merely the visible output.
What The Operator Needs To Answer
- Was the correct work order, maintenance package, and asset identified?
- Did actual consumption match the planned activity and engineering specification?
- Do waivers or cross-contract references change the approval decision?
Enterprise Context Consulted
Work OrdersOperational task completion, scope, and asset lineage
Engineering SpecsRequired grades, tolerances, and approved materials
Maintenance PlansExpected activity, inspection, replacement, and lubrication steps
Contracts & WaiversSupplier obligations, billable limits, and approved exceptions
Prior ExceptionsComparable maintenance over-consumption and waiver precedents
How This Use Case Lands In The Room
What the user sees
Work order, asset, expected consumption, actual consumption, and waiver evidence together
What the system proves
Operational and contractual evidence are assembled before finance approves spend
Human judgment
The analyst confirms, escalates, or requests SME review when evidence is incomplete
Why it matters
This replaces tribal knowledge with replayable operational decision intelligence
Evidence Intelligence Fabric
Evidence Discovery Service
Discover candidate evidence across enterprise systems.
Evidence Resolution Service
Resolve authoritative records, versions, and governing precedence.
Evidence Extraction Service
Extract clauses, approvals, milestones, tolerances, and decision-ready snippets.
Evidence Lineage Service
Build cross-system provenance from source records to recommendation.
Evidence Pack Service
Package immutable decision-specific bundles for replay and audit.
Evidence Viewer
Render contracts, emails, invoices, policies, and supporting records with source proof.
Controlled Truth Sources
Work Order SystemEngineering Specification LibraryMaintenance Plan RepositoryInspection Report RepositoryField Photo ArchiveSCADA / HistorianPermit-to-Work RegisterInventory & BOM LedgerSupplier Claim PackageWaiver ArchivePrior Exceptions
Policies Evaluated
Maintenance Consumption ControlEngineering Grade Compliance PolicyMaintenance Procedure Compliance PolicyPermit-to-Work / LOTO PolicyCapital vs Expense PolicyWaiver Escalation Policy
Evidence Discovery Timeline
10:03:01 · Work order retrieved
WO-4402 loaded with asset, package, and completion context.
10:03:04 · Engineering spec resolved
Required grease grade and consumption tolerance located for the asset class.
10:03:05 · Inspection report and photographs retrieved
Inspection closeout, before/after photos, and supervisor acceptance were linked to the maintenance event.
10:03:06 · Supplier claim extracted
Consumption lines and activity notes extracted from supplier package.
10:03:07 · SCADA / historian evidence correlated
Temperature, pressure, and vibration signals were checked before and after completion.
10:03:08 · Waiver and prior exceptions searched
Known maintenance waivers and prior over-consumption cases correlated.
10:03:10 · Policy and tolerance posture applied
Engineering and maintenance controls evaluated.
10:03:12 · Recommendation generated
Escalate for SME confirmation on over-consumption variance.
Maintenance Supervisor Dossier
Asset · PLAT-22 · Valve V-4421
Safety-critical lubrication circuit on the offshore platform.
Asset hierarchy · Platform 22 → Pump Train B → Valve V-4421
Hierarchy resolves maintenance history, spares, and reliability cohort.
Asset criticality · Tier 1 · Safety-critical
Failure affects production continuity and controlled shutdown posture.
Location · North Sea · Offshore deck 3
Field execution and permit evidence tied to the same location code.
Owner · Operations Superintendent J. Smith
Operational ownership and supervisor sign-off route are both known.
Lifecycle · 8.4 years in service
Repeat lubrication events and failure observations are available historically.
Physical Verification
Before
Photo evidence · 13:42 UTC
Leak residue and over-temperature indicator present before the work started.
Leak residue and over-temperature indicator present before the work started.
After
Photo evidence · 16:11 UTC
Seal replaced, assembly lubricated, and visual condition normalized after closeout.
Seal replaced, assembly lubricated, and visual condition normalized after closeout.
Asset Condition Delta
Failure mode · Improved
Before: Lubricant starvation
After: Resolved
After: Resolved
Operating temperature · Normalized
Before: 78°C
After: 62°C
After: 62°C
Vibration · Normalized
Before: 4.2 mm/s
After: 1.8 mm/s
After: 1.8 mm/s
Asset health score · Improved
Before: 4.1 / 10
After: 8.4 / 10
After: 8.4 / 10
Procedure Compliance
Pre-task safety briefing · Pass
Maintenance Procedure MP-447 briefing recorded at 13:42 UTC.
Permit-to-work completed · Pass
PTW-9921 active before field execution and closed after inspection.
LOTO requirements met · Pass
Three isolation points confirmed before lubrication and seal replacement.
Mandatory checklist completed · Pass
All lubrication, inspection, and closeout checklist steps marked complete.
Deviation handling · Waiver applied
WR-220 approved the A3 substitute and 22L variance before payment release.
Supervisor sign-off · Pass
Supervisor J. Smith signed the completion packet at 16:24 UTC.
Reliability Impact
MTBF · 127 days → expected 180+ days
Cohort precedent suggests a material improvement after the intervention.
Repeat failure risk · High → Low
Failure mode addressed and operating parameters normalized.
Asset availability · Restored to normal service
No residual downtime constraint after closeout.
Downtime impact · 6 hours avoided vs run-to-failure scenario
Operational continuity improved relative to the risk posture before maintenance.
Predictive Insights
Future failure risk · Low
No immediate repeat-failure signal after the repair and lubrication event.
Maintenance optimization · 90-day inspection window
Schedule the next inspection rather than immediate replacement.
Replacement recommendation · Not required
Current condition does not justify capital replacement.
Digital Verification
SCADA trend
Pressure stable 142-148 PSI
No further instability after work completion.
No further instability after work completion.
Historian confirmation
Temperature normalized at 14:38 UTC
Operating parameters returned inside the control band.
Operating parameters returned inside the control band.
IoT telemetry
No abnormal vibration events in last 24h
Telemetry remained within the governed reliability envelope.
Telemetry remained within the governed reliability envelope.
Equipment status
Available for service
Asset returned to normal operating status after supervisor acceptance.
Asset returned to normal operating status after supervisor acceptance.
Scope Verification
Planned tasks completed · Inspect cable · Lubricate assembly · Replace seal
All planned tasks were completed and evidenced.
Unauthorized tasks · None identified
No out-of-scope repair or replacement activity was billed.
Missing tasks · None identified
Inspection, lubrication, and seal replacement were all present in the closeout.
Match score · 96%
Executed scope matches the requested work order and maintenance plan.
Parts & Materials Verification
Parts issued · Seal kit SK-4421 · 1 unit
Issued and installed against the approved BOM.
Lubricant usage · 22L used vs 20L planned
Variance governed by WR-220 and linked to supplier charge validation.
Approved parts used · A3 substitute under approved waiver
Engineering exception approved before the work was closed.
Warranty / supplier posture · Supplier verified · no warranty offset
No replacement-credit entitlement reduced this invoice.
Cost Breakdown
Labor charges · +$0.5K
Planned: $18.4K
Actual: $18.9K
Within the approved overtime tolerance after offshore delay.
Actual: $18.9K
Within the approved overtime tolerance after offshore delay.
Material charges · +$0.6K
Planned: $6.2K
Actual: $6.8K
Driven by the 22L usage and approved A3 substitute.
Actual: $6.8K
Driven by the 22L usage and approved A3 substitute.
Other charges · $0
Planned: $1.1K
Actual: $1.1K
No unapproved transport or miscellaneous charges were added.
Actual: $1.1K
No unapproved transport or miscellaneous charges were added.
Duplicate / fraud checks · No duplicate billing
Planned: Clear
Actual: Clear
No duplicate charge pattern or unsupported line item found.
Actual: Clear
No duplicate charge pattern or unsupported line item found.
Named Agent Inventory
asset layer
Asset Intelligence Agent · Evidence Discovery Agent
verification layer
Work Verification Agent · Procedure Compliance Agent · Parts Validation Agent
finance layer
Financial Validation Agent · Reliability Intelligence Agent · Assurance Agent
Operational Command Center
Open verification cases visibleHigh-risk maintenance activities visibleCompliance exceptions visiblePayment holds visible
Monitoring
Missing evidence alertsCompliance alertsRepeat failure alertsCost variance alerts
Failure Handling
Source system outage handlingMissing evidence handlingHuman takeover workflowSafe degradation supported
Runtime Proof Links
Evidence artifact
Open the evidence pack and lineage before treating any recommendation as source-backed.
Policy and replay artifact
Policy and replay claims must resolve to a platform surface, not just launch-page narrative text.
Value claim boundary
Protected, pending, and realized value stay separate. Realized value requires finance attestation.
Evidence Pack Viewer
Work Order · WO-4402
99% · Maintenance System
Version: Closed work order
Retrieved: 10:03:01
Governing status: Anchor
Catalyst replacement and lubrication activities confirmed for the targeted asset.
Version: Closed work order
Retrieved: 10:03:01
Governing status: Anchor
Catalyst replacement and lubrication activities confirmed for the targeted asset.
Engineering Spec · ENG-A4-118
96% · Engineering Library
Version: Current revision
Retrieved: 10:03:04
Governing status: Authoritative
Required lubricant grade A4 with 20L expected consumption tolerance.
Version: Current revision
Retrieved: 10:03:04
Governing status: Authoritative
Required lubricant grade A4 with 20L expected consumption tolerance.
Inspection Report · INSP-4402-A
95% · Inspection Repository
Version: Signed closeout report
Retrieved: 10:03:05
Governing status: Supporting
Inspection confirmed seal replacement, lubrication completion, and return-to-service status.
Version: Signed closeout report
Retrieved: 10:03:05
Governing status: Supporting
Inspection confirmed seal replacement, lubrication completion, and return-to-service status.
Photo Evidence · PHOTO-4402
92% · Field Photo Archive
Version: Before/after set
Retrieved: 10:03:05
Governing status: Supporting
Before/after photographs show residue before the work and normalized assembly condition after completion.
Version: Before/after set
Retrieved: 10:03:05
Governing status: Supporting
Before/after photographs show residue before the work and normalized assembly condition after completion.
Supplier Claim · SUP-CLAIM-991
94% · Supplier Package
Version: Submitted package
Retrieved: 10:03:06
Governing status: Supporting
Supplier reported 22L used with additional testing and replacement work.
Version: Submitted package
Retrieved: 10:03:06
Governing status: Supporting
Supplier reported 22L used with additional testing and replacement work.
Sensor Evidence · SCADA-4402
93% · SCADA / Historian
Version: 24h trend pack
Retrieved: 10:03:07
Governing status: Supporting
Temperature normalized, pressure stabilized, and vibration reduced after the work was completed.
Version: 24h trend pack
Retrieved: 10:03:07
Governing status: Supporting
Temperature normalized, pressure stabilized, and vibration reduced after the work was completed.
Permit · PTW-9921
97% · Permit-to-Work Register
Version: Closed permit
Retrieved: 10:03:07
Governing status: Supporting
Permit-to-work and LOTO controls were completed before closeout and payment recommendation.
Version: Closed permit
Retrieved: 10:03:07
Governing status: Supporting
Permit-to-work and LOTO controls were completed before closeout and payment recommendation.
Waiver · WVR-20L-EXC
91% · Waiver Archive
Version: Approved exception
Retrieved: 10:03:08
Governing status: Context
No waiver found for grade downgrade; only consumption increase was previously tolerated.
Version: Approved exception
Retrieved: 10:03:08
Governing status: Context
No waiver found for grade downgrade; only consumption increase was previously tolerated.
Policy · MAINT-CTRL-102
97% · Policy Library
Version: Controlled current copy
Retrieved: 10:03:10
Governing status: Authoritative
Maintenance claims exceeding engineering tolerance require SME review before release.
Version: Controlled current copy
Retrieved: 10:03:10
Governing status: Authoritative
Maintenance claims exceeding engineering tolerance require SME review before release.
Evidence Lineage
→
Recommendation
bp Sphere · Escalate for SME confirmation.
→
Invoice INV-8827
SAP S/4HANA AP · Supplier maintenance claim and invoice value under payment review.
→
Supplier Claim
Supplier Package · 22L claimed against 20L expected usage.
→
Work Order WO-4402
Maintenance System · Verified operational scope.
→
Engineering Spec ENG-A4-118
Engineering Library · Required grade and tolerance.
→
Inspection INSP-4402-A
Inspection Repository · Supervisor closeout confirmed the work was physically performed.
→
Photo Evidence PHOTO-4402
Field Photo Archive · Before/after photographs confirmed asset condition changed after the work.
→
SCADA-4402
SCADA / Historian · Pressure, temperature, and vibration normalized after the maintenance event.
→
Permit PTW-9921
Permit-to-Work Register · Permit-to-work and LOTO controls were completed before closeout.
→
Policy MAINT-CTRL-102
Policy Library · Claims exceeding engineering tolerance require SME review before release.
→
Waiver Archive
Governance Store · No applicable grade waiver found.
Validation Script
Step 1 · Open the launch page
Click: /ui/use-case-launch?case=maintenance_verification
Step 2 · Review the proof categories
Click: Stay on the launch page and point to Maintenance Supervisor Dossier and Reliability Impact
Step 3 · Launch the live workspace
Click: Launch Maintenance Verification
Maintenance Verification demonstrates the operating model before you enter the live workspace.