LensReading which lens this session carries.
Procurement & Source-to-Pay/Contract Execution

Sub-function

Contract Execution

Owns supplier contract 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 5 human gates.

orchestrator Procurement Contract Orchestratorhuman owner Director, Contract Management routes into s2p

Estate rating

A

77 / 100

autonomy 76%cap 84%

Standard supplier paper is assembled and executed without a lawyer. Non-standard terms route to Legal, and every execution has a named signer.

Agents

8

Lines

3

Units / wk

6,532

Timetable vs actual

7.6h → 9.6h

Cost / unit

$19

was $49

Run-rate saving

$10.0M

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.

Procurement Contract Orchestrator

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

ObserveA358 / 24h92%13% ovr$6.90/task

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

AI GBSRuns the shared transaction spine.

Template Selection Agent

Runs the repeatable portion of contract execution inside the shared transaction spine at spine cost and spine controls.

AI GBSA33,487 / 24h93%5% ovr$0.29/task

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

Signature Agent

Runs the repeatable portion of contract execution inside the shared transaction spine at spine cost and spine controls.

AI GBSA32,838 / 24h96%8% ovr$0.17/task

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

TaskExecutes stations on a line.

Terms Assembly Agent

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

WorkflowA33,855 / 24h97%7% ovr$0.46/task

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

Legal Routing Agent

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

WorkflowA32,121 / 24h89%3% ovr$0.21/task

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

Contract Repository Agent

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

WorkflowA34,139 / 24h93%4% ovr$0.08/task

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

Obligation Load Agent

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

WorkflowA31,469 / 24h90%6% ovr$0.06/task

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

ChallengerPaid to disagree before a human has to.

Contract Execution Challenger Agent

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

StrategyA2171 / 24h89%16% ovr$12/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 Coverage69
Evidence Quality79
Override Discipline79
Data Integrity80
Recovery Readiness88
Cost Transparency88
Judgment Readiness61

People

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

headcount on this work59.332.1 FTE

Redeployed into exception judgment and supplier relationship work.

inference cost per unit$2.92

Lines running in this sub-function

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

12 clear5 evidenced2 held
PR5ASupplier AgreementTransactional · 8 stations

Select template

1 live

Assemble terms

1 live

Legal review

3 q

Supplier redline

3 q

Auto-accept in-policy

40 q

Approve

3 q

Execute

1 live

Load obligations

2 live

PR5BContract AmendmentTransactional · 5 stations

Request

2 live

Model delta

1 live

Legal check

3 live

Approve

1 q

Execute

2 live

PR5CExpiry & Renewal SweepTransactional · 5 stations

Detect expiry

7 q

Assess value

3 live

Recommend

1 live

Owner decision

1 live

Route to sourcing

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.

PR5-POS-100

Contract Execution Operating Position

Draftv1

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

Hold the ceiling at A3 for contract execution. Standard supplier paper is assembled and executed without a lawyer. Non-standard terms route to Legal, and every execution has a named signer. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

67%

The challenge — Contract Execution Challenger Agent

Contract Execution Challenger Agent argues the recommendation leans on 4 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 7 percent for two consecutive months
  • ·Cost per supplier contract 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 $34k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$836k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$1633k to build controlsOverride rate is 14 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$255k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Procurement Contract Orchestratorratifier Director, Contract Management3 stated assumptions

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
PR5-POL-200

Contract Execution Decision Envelope

Agents in this lane may act without a human when the supplier contract 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 · Global · EU

envelopeProcurement Contract OrchestratorDirector, Contract Managementv3.4Active
PR5-POL-201

Contract Execution 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 · US · Canada

evidenceProcurement Contract OrchestratorDirector, Contract Managementv5.9Active
PR5-POL-202

Contract Execution 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, Contract Management owns the response clock.

binds 6 agents · Global

escalationProcurement Contract OrchestratorDirector, Contract Managementv3.3Active
PR5-POL-203

Contract Execution Autonomy Ceiling

The ceiling for this lane is 84 on the platform scale. Standard supplier paper is assembled and executed without a lawyer. Non-standard terms route to Legal, and every execution has a named signer. The ceiling is a governance decision, not a technical limit, and only Director, Contract Management can propose moving it.

binds 6 agents · APAC

ceilingProcurement Contract OrchestratorDirector, Contract Managementv3.0Active