LensReading which lens this session carries.

Sub-function

Requisition & PO

Owns requisition work end to end inside Procurement & Source-to-Pay. Runs 3 lines across 16 stations, drains the repeatable share into the S2P tower, and holds 3 human gates.

orchestrator Requisition Orchestratorhuman owner Director, Procurement Operations routes into s2p

Estate rating

BBB

74 / 100

autonomy 81%cap 90%

Catalog buying is fully touchless inside budget and policy. The approval gate exists only for spend outside the envelope.

Agents

9

Lines

3

Units / wk

19,656

Timetable vs actual

20.7h → 20.7h

Cost / unit

$3.68

was $11

Run-rate saving

$7.1M

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.

Requisition Orchestrator

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

ObserveA3205 / 24h91%6% ovr$13/task

ceiling A4 · escalates to Escalates to Director, Procurement Operations when the unit falls outside the decision envelope or confidence drops below the floor.

AI GBSRuns the shared transaction spine.

Guided Buying Agent

Runs the repeatable portion of requisition & po inside the shared transaction spine at spine cost and spine controls.

AI GBSA41,656 / 24h96%4% ovr$0.55/task

ceiling A4 · escalates to Escalates to Director, Procurement Operations when the unit falls outside the decision envelope or confidence drops below the floor.

Approval Routing Agent

Runs the repeatable portion of requisition & po inside the shared transaction spine at spine cost and spine controls.

AI GBSA42,034 / 24h99%8% ovr$0.58/task

ceiling A4 · escalates to Escalates to Director, Procurement Operations when the unit falls outside the decision envelope or confidence drops below the floor.

TaskExecutes stations on a line.

Catalog Match Agent

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

WorkflowA42,388 / 24h94%8% ovr$0.57/task

ceiling A4 · escalates to Escalates to Director, Procurement Operations when the unit falls outside the decision envelope or confidence drops below the floor.

Budget Check Agent

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

WorkflowA41,205 / 24h97%5% ovr$0.30/task

ceiling A4 · escalates to Escalates to Director, Procurement Operations when the unit falls outside the decision envelope or confidence drops below the floor.

PO Issuance Agent

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

WorkflowA4231 / 24h95%8% ovr$0.42/task

ceiling A4 · escalates to Escalates to Director, Procurement Operations when the unit falls outside the decision envelope or confidence drops below the floor.

Change Order Agent

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

WorkflowA43,275 / 24h94%5% ovr$0.49/task

ceiling A4 · escalates to Escalates to Director, Procurement Operations when the unit falls outside the decision envelope or confidence drops below the floor.

PolicyAuthors and versions the binding rules.

Requisition Policy Agent

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

PolicyA2171 / 24h87%8% ovr$12/task

ceiling A4 · 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.

Requisition & PO Challenger Agent

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

StrategyA240 / 24h94%11% ovr$7.18/task

ceiling A4 · 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 Coverage87
Evidence Quality77
Override Discipline81
Data Integrity72
Recovery Readiness71
Cost Transparency76
Judgment Readiness51

People

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

headcount on this work106.052.6 FTE

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

inference cost per unit$0.82

Lines running in this sub-function

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

13 clear4 evidenced5 held
PR8ARequisition-to-POTransactional · 7 stations

Request

2 live

Guide to catalog

2 live

Budget check

2 live

Policy screen

1 live

Route approval

4 q

Issue PO

14 q

Confirm to supplier

1 live

PR8BNon-catalog RequestTransactional · 5 stations

Request

1 live

Classify

1 live

Sourcing check

1 live

Approve

2 live

Issue PO

1 live

PR8CChange OrderTransactional · 4 stations

Detect variance

21 q

Model impact

3 live

Approve above threshold

4 live

Amend PO

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.

PR8-POS-100

Requisition & PO Operating Position

In challengev1

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

Hold the ceiling at A4 for requisition & po. Catalog buying is fully touchless inside budget and policy. The approval gate exists only for spend outside the envelope. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

88%

The challenge — Requisition & PO Challenger Agent

Requisition & PO 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 12 percent for two consecutive months
  • ·Cost per requisition stops falling while volume keeps rising
  • ·A control failure in this lane reaches a customer or a regulator

Evidence gaps

  • ·No independent test of the control evidence behind the touchless rate
Alternative consideredCostRiskVerdict
Hold the current position$325k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$1390k 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$871k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Requisition Orchestratorratifier Director, Procurement Operations3 stated assumptions

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
PR8-POL-200

Requisition & PO Decision Envelope

Agents in this lane may act without a human when the requisition 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 · APAC

envelopeRequisition Policy AgentDirector, Procurement Operationsv4.6Active
PR8-POL-201

Requisition & PO 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 · EU · UK · US

evidenceRequisition Policy AgentDirector, Procurement Operationsv5.7Active
PR8-POL-202

Requisition & PO 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, Procurement Operations owns the response clock.

binds 6 agents · APAC

escalationRequisition Policy AgentDirector, Procurement Operationsv4.7Active