LensReading which lens this session carries.

Sub-function

Sourcing & RFx

Owns sourcing event work end to end inside Procurement & Source-to-Pay. Runs 3 lines across 21 stations, drains the repeatable share into the S2P tower, and holds 4 human gates.

orchestrator Sourcing Orchestratorhuman owner Director, Strategic Sourcing routes into s2p

Estate rating

BBB

70 / 100

autonomy 75%cap 80%

Authoring, issuing and normalizing bids run without a human. Award is always a human decision because it creates a commercial relationship and a legal commitment.

Agents

9

Lines

3

Units / wk

9,765

Timetable vs actual

18.6h → 16.6h

Cost / unit

$10

was $29

Run-rate saving

$9.4M

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.

Sourcing Orchestrator

Owns the sourcing & rfx lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

ObserveA3147 / 24h90%5% ovr$3.59/task

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

AI GBSRuns the shared transaction spine.

Requirement Capture Agent

Runs the repeatable portion of sourcing & rfx inside the shared transaction spine at spine cost and spine controls.

AI GBSA31,336 / 24h91%4% ovr$0.31/task

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

Bid Analysis Agent

Runs the repeatable portion of sourcing & rfx inside the shared transaction spine at spine cost and spine controls.

AI GBSA31,434 / 24h95%5% ovr$0.34/task

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

TaskExecutes stations on a line.

Supplier Longlist Agent

Executes the sourcing & rfx step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA32,528 / 24h90%9% ovr$0.50/task

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

RFx Authoring Agent

Executes the sourcing & rfx step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA31,352 / 24h93%2% ovr$0.38/task

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

Clarification Agent

Executes the sourcing & rfx step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA31,672 / 24h90%4% ovr$0.39/task

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

Total Cost Modeling Agent

Executes the sourcing & rfx step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA31,652 / 24h96%2% ovr$0.44/task

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

PolicyAuthors and versions the binding rules.

Sourcing Policy Agent

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

PolicyA237 / 24h90%7% ovr$3.13/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.

Sourcing & RFx Challenger Agent

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

StrategyA2197 / 24h91%17% ovr$11/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 Quality69
Override Discipline86
Data Integrity59
Recovery Readiness72
Cost Transparency93
Judgment Readiness52

People

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

headcount on this work65.146.7 FTE

Redeployed into control design and independent testing.

inference cost per unit$1.87

Lines running in this sub-function

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

11 clear6 evidenced3 held
PR3ASourcing EventTransactional · 10 stations

Capture requirement

33 q

Approve scope

4 q

Build longlist

3 live

Author RFx

31 q

Issue

31 q

Clarify

32 q

Analyze bids

1 live

Shortlist

2 live

Recommend

1 live

Award decision

1 live

PR3BRapid SourcingTransactional · 6 stations

Capture

2 live

Match framework

1 live

Compare

1 live

Auto-award in-policy

1 live

Escalate

1 live

Order

2 live

PR3CBid AnalysisAnalytical · 5 stations

Normalize bids

1 live

Model total cost

36 q

Score

1 live

Draft recommendation

25 q

Review

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.

PR3-POS-100

Sourcing & RFx Operating Position

In challengev3

Which parts of sourcing & rfx should deliberately stay human, and how do we defend that against a cost argument?

Hold the ceiling at A3 for sourcing & rfx. Authoring, issuing and normalizing bids run without a human. Award is always a human decision because it creates a commercial relationship and a legal commitment. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

74%

The challenge — Sourcing & RFx Challenger Agent

Sourcing & RFx 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 9 percent for two consecutive months
  • ·Cost per sourcing event 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 $59k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$463k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$998k to build controlsOverride rate is 11 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$598k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Sourcing Orchestratorratifier Director, Strategic Sourcing3 stated assumptions

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
PR3-POL-200

Sourcing & RFx Decision Envelope

Agents in this lane may act without a human when the sourcing event 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 6 agents · US · Canada

envelopeSourcing Policy AgentDirector, Strategic Sourcingv2.2Active
PR3-POL-201

Sourcing & RFx 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 6 agents · Global · EU

evidenceSourcing Policy AgentDirector, Strategic Sourcingv4.6Active