Value Attribution

Live value captured with evidence-backed decision lineage
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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.
MissionDecisionEvidenceReplay
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
SOURCE
Scope: P2P live incident CASE-P2P-000001
POLICY
EVIDENCE
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.
Decision Ledger → Evidence Packs →

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.