LensReading which lens this session carries.
Procurement & Source-to-Pay/Supplier Performance & Risk

Sub-function

Supplier Performance & Risk

Owns supplier review work end to end inside Procurement & Source-to-Pay. Runs 3 lines across 17 stations, drains the repeatable share into the S2P tower, and holds 4 human gates.

orchestrator Supplier Risk Orchestratorhuman owner Director, Supplier Risk routes into s2p

Estate rating

BBB

73 / 100

autonomy 75%cap 82%

Scoring and deterioration detection run continuously without a human. Exiting a supplier has operational blast radius, so leadership signs it.

Agents

9

Lines

3

Units / wk

9,147

Timetable vs actual

10.0h → 9.3h

Cost / unit

$2.58

was $9.94

Run-rate saving

$3.5M

annualized at this volume

The 9 agents running this sub-function

Grouped by what they are for, not by where they sit. The agent org is process-shaped.

OrchestratorOwns the queue and arbitrates between desks.

Supplier Risk Orchestrator

Owns the supplier performance & risk lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

ObserveA3119 / 24h89%4% ovr$3.53/task

ceiling A3 · escalates to Escalates to Director, Supplier Risk when the unit falls outside the decision envelope or confidence drops below the floor.

AI GBSRuns the shared transaction spine.

Performance Scorecard Agent

Runs the repeatable portion of supplier performance & risk inside the shared transaction spine at spine cost and spine controls.

AI GBSA3443 / 24h97%5% ovr$0.13/task

ceiling A3 · escalates to Escalates to Director, Supplier Risk when the unit falls outside the decision envelope or confidence drops below the floor.

ESG & Compliance Agent

Runs the repeatable portion of supplier performance & risk inside the shared transaction spine at spine cost and spine controls.

AI GBSA31,095 / 24h97%6% ovr$0.30/task

ceiling A3 · escalates to Escalates to Director, Supplier Risk when the unit falls outside the decision envelope or confidence drops below the floor.

ObserveWatches signals and watches the agents.

Financial Health Agent

Watches supplier performance & risk continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.

ObserveA322 / 24h86%11% ovr$11/task

ceiling A3 · escalates to Escalates to Director, Supplier Risk when the unit falls outside the decision envelope or confidence drops below the floor.

TaskExecutes stations on a line.

Concentration Risk Agent

Executes the supplier performance & risk step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA33,441 / 24h90%5% ovr$0.55/task

ceiling A3 · escalates to Escalates to Director, Supplier Risk when the unit falls outside the decision envelope or confidence drops below the floor.

Incident Tracking Agent

Executes the supplier performance & risk step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA31,494 / 24h96%8% ovr$0.58/task

ceiling A3 · escalates to Escalates to Director, Supplier Risk when the unit falls outside the decision envelope or confidence drops below the floor.

Business Review Agent

Executes the supplier performance & risk step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA31,033 / 24h88%5% ovr$0.22/task

ceiling A3 · escalates to Escalates to Director, Supplier Risk when the unit falls outside the decision envelope or confidence drops below the floor.

StrategyForms and defends a position.

Supply Base Architecture Agent

Authors positions on supplier performance & risk. Frames the question, models the options, and writes a recommendation a human can ratify or reject.

StrategyA221 / 24h88%5% ovr$13/task

ceiling A3 · escalates to Escalates when two options sit inside the confidence band and the evidence cannot separate them.

ChallengerPaid to disagree before a human has to.

Supplier Performance & Risk Challenger Agent

Adversarial reviewer for supplier performance & risk. Argues the opposite case on every position and flags where the evidence does not carry the claim.

StrategyA266 / 24h90%14% ovr$14/task

ceiling A3 · escalates to Escalates when a ratified position is still running against a break condition it flagged.

Estate rating breakdown

Seven control dimensions. Judgment readiness runs against autonomy on purpose.

Control Coverage67
Evidence Quality75
Override Discipline80
Data Integrity84
Recovery Readiness68
Cost Transparency90
Judgment Readiness55

People

What the humans stopped doing, and what they do now.

headcount on this work60.833.7 FTE

Redeployed into agent supervision, calibration and coaching.

inference cost per unit$0.54

Lines running in this sub-function

Each line is a workflow. Click a line to walk it station by station.

6 clear7 evidenced2 held
PR7AContinuous Risk MonitoringTransactional · 5 stations

Ingest signals

1 live

Score risk

5 q

Detect deterioration

1 live

Alert owner

1 live

Log

1 live

PR7BQuarterly Business ReviewTransactional · 6 stations

Assemble scorecard

1 live

Draft agenda

2 live

Owner review

2 live

Conduct

4 q

Log actions

1 live

Track closure

40 q

PR7CSupplier ExitTransactional · 6 stations

Trigger

1 live

Model transition risk

24 q

Legal review

2 live

Leadership approve

3 q

Transition plan

1 live

Execute

1 live

Strategy positions this sub-function holds

An agent that only executes is a robot. These are the calls it made, the argument against each one, and what would prove it wrong.

PR7-POS-100

Supplier Performance & Risk Operating Position

Ratifiedv3

Is the current cost per supplier review defensible against external comparators once inference spend is counted in full?

Hold the ceiling at A3 for supplier performance & risk. Scoring and deterioration detection run continuously without a human. Exiting a supplier has operational blast radius, so leadership signs it. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

62%

The challenge — Supplier Performance & Risk Challenger Agent

Supplier Performance & Risk Challenger Agent argues the recommendation leans on 2 quarters of data from a period with no volume shock. The confidence band overlaps the alternative, and the position does not say what it would take to be wrong. Recorded as a dissent, not a block.

Break conditions

  • ·Override rate rises above 16 percent for two consecutive months
  • ·Cost per supplier review stops falling while volume keeps rising
  • ·A control failure in this lane reaches a customer or a regulator

Evidence gaps

  • ·No external comparator on a like-for-like unit definition
  • ·Exception cases under $19k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$342k run rateKnown and priced. Cedes ground if comparators move faster.not selected
Raise the ceiling one level now$264k to build controlsOverride rate is 12 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$1168k transitionLoses local context. Rework risk on the cases that are hardest to recover.selected
authored by Supply Base Architecture Agentratifier Director, Supplier Risk3 stated assumptions
outcome held

Ratified 7 months ago. Measured since: cost per supplier review fell 30 percent against a forecast of 26 percent.

Policy register

The rules the agents above are bound by. Version, owner, approver, and the agents each rule constrains.

RefRuleScopeOwner agentApproved byVersionStatus
PR7-POL-200

Supplier Performance & Risk Decision Envelope

Agents in this lane may act without a human when the supplier review sits inside the stated value, risk and confidence envelope. Outside it, the unit holds at a gate with a named approver and a running clock.

binds 5 agents · EU · UK

envelopeSupplier Risk OrchestratorDirector, Supplier Riskv2.3under review
PR7-POL-201

Supplier Performance & Risk Evidence Standard

Every autonomous decision writes inputs, the rule version applied, the model and prompt version, the output and a reversal path. An action with no evidence record is treated as a control failure, not a fast decision.

binds 5 agents · EU · UK

evidenceSupplier Risk OrchestratorDirector, Supplier Riskv1.4Active
PR7-POL-202

Supplier Performance & Risk Escalation Rule

Escalation is mandatory when confidence falls below the floor, when two options sit inside the confidence band, or when a break condition on a ratified position fires. Director, Supplier Risk owns the response clock.

binds 5 agents · Global · EU

escalationSupplier Risk OrchestratorDirector, Supplier Riskv5.7Active
PR7-POL-203

Supplier Performance & Risk Autonomy Ceiling

The ceiling for this lane is 82 on the platform scale. Scoring and deterioration detection run continuously without a human. Exiting a supplier has operational blast radius, so leadership signs it. The ceiling is a governance decision, not a technical limit, and only Director, Supplier Risk can propose moving it.

binds 5 agents · Global

ceilingSupplier Risk OrchestratorDirector, Supplier Riskv2.6Active