Value Attribution
Live value captured with evidence-backed decision lineage
P2P live incident context · Value Attribution
CASE-P2P-000001 · Vendor unknown vendor · $0
Governed duplicate-settlement exception
This surface is anchored to the same live duplicate-settlement incident as the P2P mission page. $0 is the duplicate-linked value on this incident. $8.4M is the replayable duplicate/exception value traced across the last 90 days. 0 similar incidents already exist for this vendor in governed tenant memory.
Incident-scoped value view
No canonical value-event record exists yet for this selected case. The platform is showing the selected incident value under protection from the P2P case context, not an enterprise rollup and not attested realized value.
Value Attribution Proof
Refreshed: 2026-07-18 22:57 UTC
RECORDS
ACTION
Selected Case Value Under Protection
$8,434,134
1 selected case with evidence and policy context
HYBRID
Incident-scoped value; canonical realized value requires a scoped ValueEventRecord.
Enterprise Value Attribution Engine
The platform treats value as a governed runtime asset: Activity → Decision → Outcome → Value Event → Financial Impact.
Realized value, estimated value, and predicted value stay separated so CFO reporting does not become a vanity metric.
Activity
Decision
Outcome
Value Event
Financial Impact
Evidence
Replay
Value Ontology
| Category | Calculation basis | Credibility rule |
|---|---|---|
| Human Effort Replacement | baseline time -> actual time -> minutes saved | Estimated until time telemetry is measured |
| Human Effort Augmentation | investigation time reduced while human remains accountable | Estimated / measured by case duration |
| Value Leakage Prevention | loss avoided from duplicate, overpayment, credit, or revenue leakage | Measured only after outcome is recorded |
| Working Capital Improvement | cash timing, DSO/DPO, discount, payment sequencing impact | Measured or predicted; never mixed |
| Control Value | control failures, audit findings, exception volume reduced | Measured by control trend |
| Decision Quality | accuracy, default rate, false positives, rework, reversals | Measured by outcome learning |
Confidence Classes
| Class | Definition | Reporting rule |
|---|---|---|
| Measured | Actual outcome recorded by SOR or controller-attested ledger event | Allowed in realized-value totals |
| Estimated | Approved baseline-to-actual calculation with evidence and assumptions | Shown separately with calculation method |
| Predicted | Scenario, simulation, or recommendation value before outcome | Not counted as realized value |
Value Command Hierarchy
| Level | Example | Attribution basis |
|---|---|---|
| Activity | Invoice match, journal review, receipt follow-up | baseline and actual effort |
| Decision | Hold invoice, release payment, approve journal | outcome and financial impact |
| Case | Invoice investigation or close exception | all decisions in the case |
| User | Analyst or supervisor | hours saved, risk contained, cases resolved |
| Team | P2P / R2R / Treasury team | aggregate governed outcomes |
| Function | FB&T tower or finance process | cost, risk, working capital, control trend |
| Enterprise / CFO | Finance organization | cost reduction, risk reduction, cash improvement |
Runtime Value Events By Type
| Value type | Reportable | Events | Measured | Estimated |
|---|---|---|---|---|
| No canonical value events have been recorded yet. | ||||
Value Event Drill Path
| Type | Amount | Class | Reported | Decision | Proof |
|---|---|---|---|---|---|
| No canonical value-event drill path is available yet. | |||||
Evidence & Attribution
Every value stream links to governed decisions and evidence packs.
Source systems: SAP AP/FI for invoice and payment outcomes, Ariba for contract and supplier
commitments, Payment Hub for release/hold status, Databricks for curated value features,
policy runtime for control outcome, and replay ledger for decision proof.
Attribution Logic
Selected-case value under protection from incident context; not counted as realized value until a scoped ValueEventRecord exists.
Source table:
p2p_selected_case_context · Last attributed execution: 2026-07-18 22:57 UTC.
Source fields: live execution rollups use
iaf_agent_executions.value_generated_usd;
compact-SOR proof cases use named value_protected_usd rows and remain labeled separately.
Counterfactual baseline: same decision set with no execution value recorded. Only evidence-backed outcomes are included.
Required value-event proof: decision ID, outcome, transaction, evidence refs, replay ref, confidence class, and calculation method.
Linked transaction value is not counted as realized value unless a measured or controller-attested outcome exists.