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

Sub-function

Supplier Onboarding

Owns supplier record work end to end inside Procurement & Source-to-Pay. Runs 3 lines across 18 stations, drains the repeatable share into the S2P tower, and holds 4 human gates.

orchestrator Supplier Onboarding Orchestratorhuman owner Director, Supplier Management routes into s2p

Estate rating

A

78 / 100

autonomy 78%cap 79%

Registration and screening are automated. Bank-detail verification is a hard human gate with callback — supplier payment fraud is the single most common loss event in this process.

Agents

8

Lines

3

Units / wk

14,942

Timetable vs actual

11.9h → 12.8h

Cost / unit

$9.88

was $31

Run-rate saving

$16.8M

annualized at this volume

The 8 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 Onboarding Orchestrator

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

ObserveA3218 / 24h88%6% ovr$9.01/task

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

AI GBSRuns the shared transaction spine.

Registration Agent

Runs the repeatable portion of supplier onboarding inside the shared transaction spine at spine cost and spine controls.

AI GBSA32,280 / 24h97%1% ovr$0.58/task

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

TaskExecutes stations on a line.

Due Diligence Agent

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

WorkflowA31,509 / 24h91%6% ovr$0.14/task

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

Sanctions & Screening Agent

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

WorkflowA31,466 / 24h92%1% ovr$0.18/task

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

Master Data Creation Agent

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

WorkflowA3840 / 24h90%6% ovr$0.57/task

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

PolicyAuthors and versions the binding rules.

Bank Detail Verification Agent

Holds the rules that bind every other agent in supplier onboarding. Versions them, tests them against live decisions, and blocks work that breaches them.

PolicyA28 / 24h90%12% ovr$2.58/task

ceiling A3 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.

Onboarding Policy Agent

Holds the rules that bind every other agent in supplier onboarding. Versions them, tests them against live decisions, and blocks work that breaches them.

PolicyA227 / 24h88%16% ovr$10/task

ceiling A3 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.

ChallengerPaid to disagree before a human has to.

Supplier Onboarding Challenger Agent

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

StrategyA285 / 24h89%7% ovr$7.87/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 Coverage82
Evidence Quality83
Override Discipline84
Data Integrity93
Recovery Readiness66
Cost Transparency86
Judgment Readiness50

People

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

headcount on this work89.262.8 FTE

Roles held flat; released hours absorbed volume growth rather than headcount reduction.

inference cost per unit$1.59

Lines running in this sub-function

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

17 clear5 evidenced2 held
PR6ASupplier OnboardingTransactional · 8 stations

Register

1 live

Collect documents

1 live

Screen sanctions

18 q

Verify bank details

2 live

Risk classify

2 live

Approve

4 q

Create master data

26 q

Activate

1 live

PR6BSupplier Data ChangeTransactional · 6 stations

Request

3 live

Verify change

2 live

Fraud check

1 live

Approve

6 q

Apply

1 live

Notify

1 live

PR6CDormant Supplier SweepTransactional · 4 stations

Detect dormancy

4 live

Notify owner

2 live

Deactivate

1 live

Archive

2 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.

PR6-POS-100

Supplier Onboarding Operating Position

Ratifiedv4

Which parts of supplier onboarding should deliberately stay human, and how do we defend that against a cost argument?

Hold the ceiling at A3 for supplier onboarding. Registration and screening are automated. Bank-detail verification is a hard human gate with callback — supplier payment fraud is the single most common loss event in this process. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

78%

The challenge — Supplier Onboarding Challenger Agent

Supplier Onboarding Challenger Agent argues the recommendation leans on 3 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 8 percent for two consecutive months
  • ·Cost per supplier record 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 $40k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$709k run rateKnown and priced. Cedes ground if comparators move faster.not selected
Raise the ceiling one level now$1702k to build controlsOverride rate is 7 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$1101k transitionLoses local context. Rework risk on the cases that are hardest to recover.selected
authored by Supplier Onboarding Orchestratorratifier Director, Supplier Management3 stated assumptions
outcome held

Ratified 3 months ago. Measured since: cost per supplier record fell 23 percent against a forecast of 21 percent.

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
PR6-POL-200

Supplier Onboarding Decision Envelope

Agents in this lane may act without a human when the supplier record 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 4 agents · LATAM · US

envelopeBank Detail Verification AgentDirector, Supplier Managementv2.6Active
PR6-POL-201

Supplier Onboarding 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 4 agents · EU · UK · US

evidenceBank Detail Verification AgentDirector, Supplier Managementv4.7Active
PR6-POL-202

Supplier Onboarding 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 Management owns the response clock.

binds 4 agents · APAC

escalationBank Detail Verification AgentDirector, Supplier Managementv4.1Active
PR6-POL-203

Supplier Onboarding Autonomy Ceiling

The ceiling for this lane is 79 on the platform scale. Registration and screening are automated. Bank-detail verification is a hard human gate with callback — supplier payment fraud is the single most common loss event in this process. The ceiling is a governance decision, not a technical limit, and only Director, Supplier Management can propose moving it.

binds 4 agents · EU · UK · US

ceilingBank Detail Verification AgentDirector, Supplier Managementv3.2Superseded