LensReading which lens this session carries.

Sub-function

S2P Control Tower

Owns invoice work end to end inside AI GBS & Global Business Services. Runs 4 lines across 24 stations, drains the repeatable share into the S2P tower, and holds 4 human gates.

orchestrator Source-to-Pay Tower Orchestratorhuman owner Tower Lead, Source-to-Pay routes into s2p

Estate rating

A

79 / 100

autonomy 85%cap 93%

Three-way match and invoice capture are the most mature agentic transactions in the enterprise. Bank detail changes hold a human gate — that is where the fraud is.

Agents

12

Lines

4

Units / wk

20,386

Timetable vs actual

13.0h → 12.8h

Cost / unit

$7.48

was $27

Run-rate saving

$20.6M

annualized at this volume

The 12 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.

Source-to-Pay Tower Orchestrator

Owns the s2p control tower lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

ObserveA314 / 24h97%14% ovr$3.45/task

ceiling A4 · escalates to Escalates to Tower Lead, Source-to-Pay when the unit falls outside the decision envelope or confidence drops below the floor.

AI GBSRuns the shared transaction spine.

Requisition Validation Agent

Runs the repeatable portion of s2p control tower inside the shared transaction spine at spine cost and spine controls.

AI GBSA42,184 / 24h98%1% ovr$0.13/task

ceiling A4 · escalates to Escalates to Tower Lead, Source-to-Pay when the unit falls outside the decision envelope or confidence drops below the floor.

Invoice Capture Agent

Runs the repeatable portion of s2p control tower inside the shared transaction spine at spine cost and spine controls.

AI GBSA43,346 / 24h96%3% ovr$0.56/task

ceiling A4 · escalates to Escalates to Tower Lead, Source-to-Pay when the unit falls outside the decision envelope or confidence drops below the floor.

Payment Run Agent

Runs the repeatable portion of s2p control tower inside the shared transaction spine at spine cost and spine controls.

AI GBSA4783 / 24h93%7% ovr$0.22/task

ceiling A4 · escalates to Escalates to Tower Lead, Source-to-Pay when the unit falls outside the decision envelope or confidence drops below the floor.

TaskExecutes stations on a line.

PO Issuance Agent

Executes the s2p control tower step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA4344 / 24h98%9% ovr$0.18/task

ceiling A4 · escalates to Escalates to Tower Lead, Source-to-Pay when the unit falls outside the decision envelope or confidence drops below the floor.

Goods Receipt Agent

Executes the s2p control tower step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA43,610 / 24h99%1% ovr$0.46/task

ceiling A4 · escalates to Escalates to Tower Lead, Source-to-Pay when the unit falls outside the decision envelope or confidence drops below the floor.

Three-Way Match Agent

Executes the s2p control tower step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA43,169 / 24h96%9% ovr$0.52/task

ceiling A4 · escalates to Escalates to Tower Lead, Source-to-Pay when the unit falls outside the decision envelope or confidence drops below the floor.

Exception Resolution Agent

Executes the s2p control tower step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA41,314 / 24h98%1% ovr$0.22/task

ceiling A4 · escalates to Escalates to Tower Lead, Source-to-Pay when the unit falls outside the decision envelope or confidence drops below the floor.

Supplier Master Agent

Executes the s2p control tower step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA43,955 / 24h96%1% ovr$0.38/task

ceiling A4 · escalates to Escalates to Tower Lead, Source-to-Pay when the unit falls outside the decision envelope or confidence drops below the floor.

PolicyAuthors and versions the binding rules.

Duplicate Payment Agent

Holds the rules that bind every other agent in s2p control tower. Versions them, tests them against live decisions, and blocks work that breaches them.

PolicyA2145 / 24h95%5% ovr$5.95/task

ceiling A4 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.

S2P Control Agent

Holds the rules that bind every other agent in s2p control tower. Versions them, tests them against live decisions, and blocks work that breaches them.

PolicyA236 / 24h93%5% ovr$2.26/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.

S2P Control Tower Challenger Agent

Adversarial reviewer for s2p control tower. Argues the opposite case on every position and flags where the evidence does not carry the claim.

StrategyA2167 / 24h91%7% ovr$7.64/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 Coverage91
Evidence Quality80
Override Discipline87
Data Integrity74
Recovery Readiness89
Cost Transparency82
Judgment Readiness47

People

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

headcount on this work97.146.1 FTE

Redeployed into customer-facing escalation ownership.

inference cost per unit$1.54

Lines running in this sub-function

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

19 clear7 evidenced2 held
GB2ARequisition to POTransactional · 6 stations

Requisition

3 live

Policy check

24 q

Budget check

25 q

Approve

1 live

Issue PO

1 live

Acknowledge

3 live

GB2BInvoice to PayTransactional · 8 stations

Capture

1 live

Extract

1 live

Three-way match

1 live

Exception route

2 live

Resolve

1 live

Approve

6 q

Payment run

22 q

Remit

8 q

GB2CSupplier OnboardingTransactional · 5 stations

Request

3 live

Screen

3 live

Bank verify

1 q

Create master

2 live

Activate

41 q

GB2DPayment Integrity SweepTransactional · 5 stations

Scan runs

4 live

Detect duplicates

1 q

Hold

32 q

Review

1 live

Release or recover

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.

GB2-POS-100

S2P Control Tower Operating Position

In challengev1

Should invoice work stay in the shared transaction spine, or come back inside the function where the context lives?

Hold the ceiling at A4 for s2p control tower. Three-way match and invoice capture are the most mature agentic transactions in the enterprise. Bank detail changes hold a human gate — that is where the fraud is. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

66%

The challenge — S2P Control Tower Challenger Agent

S2P Control Tower 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 invoice 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 $21k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$571k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$1134k to build controlsOverride rate is 4 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$581k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Source-to-Pay Tower Orchestratorratifier Tower Lead, Source-to-Pay3 stated assumptions

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
GB2-POL-200

S2P Control Tower Decision Envelope

Agents in this lane may act without a human when the invoice 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

envelopeDuplicate Payment AgentTower Lead, Source-to-Payv1.4Active
GB2-POL-201

S2P Control Tower 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

evidenceDuplicate Payment AgentTower Lead, Source-to-Payv1.2Active
GB2-POL-202

S2P Control Tower 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. Tower Lead, Source-to-Pay owns the response clock.

binds 6 agents · EU · UK

escalationDuplicate Payment AgentTower Lead, Source-to-Payv2.2Active
GB2-POL-203

S2P Control Tower Autonomy Ceiling

The ceiling for this lane is 93 on the platform scale. Three-way match and invoice capture are the most mature agentic transactions in the enterprise. Bank detail changes hold a human gate — that is where the fraud is. The ceiling is a governance decision, not a technical limit, and only Tower Lead, Source-to-Pay can propose moving it.

binds 6 agents · US · Canada

ceilingDuplicate Payment AgentTower Lead, Source-to-Payv4.1Active