LensReading which lens this session carries.

Sub-function

R2R Control Tower

Owns reconciliation work end to end inside AI GBS & Global Business Services. Runs 4 lines across 25 stations, drains the repeatable share into the R2R tower, and holds 4 human gates.

orchestrator Record-to-Report Tower Orchestratorhuman owner Tower Lead, Record-to-Report routes into r2r

Estate rating

A

76 / 100

autonomy 79%cap 89%

Reconciliation and accrual mechanics run agentic. The close sign-off is a personal attestation by a named officer and will never be delegated to an agent.

Agents

12

Lines

4

Units / wk

19,748

Timetable vs actual

13.9h → 11.8h

Cost / unit

$13

was $37

Run-rate saving

$24.7M

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.

Record-to-Report Tower Orchestrator

Owns the r2r control tower lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

ObserveA3139 / 24h91%7% ovr$11/task

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

AI GBSRuns the shared transaction spine.

Journal Entry Agent

Runs the repeatable portion of r2r control tower inside the shared transaction spine at spine cost and spine controls.

AI GBSA44,116 / 24h91%8% ovr$0.15/task

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

Accrual Agent

Runs the repeatable portion of r2r control tower inside the shared transaction spine at spine cost and spine controls.

AI GBSA4757 / 24h97%8% ovr$0.27/task

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

Consolidation Agent

Runs the repeatable portion of r2r control tower inside the shared transaction spine at spine cost and spine controls.

AI GBSA4897 / 24h92%8% ovr$0.26/task

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

TaskExecutes stations on a line.

Reconciliation Agent

Executes the r2r control tower step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA4242 / 24h89%8% ovr$0.44/task

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

Intercompany Agent

Executes the r2r control tower step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA42,339 / 24h96%6% ovr$0.14/task

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

Close Task Agent

Executes the r2r control tower step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA43,888 / 24h94%7% ovr$0.09/task

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

Flux Analysis Agent

Executes the r2r control tower step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA43,102 / 24h94%1% ovr$0.48/task

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

Disclosure Draft Agent

Executes the r2r control tower step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA43,995 / 24h91%6% ovr$0.35/task

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

PolicyAuthors and versions the binding rules.

R2R Control Agent

Holds the rules that bind every other agent in r2r control tower. Versions them, tests them against live decisions, and blocks work that breaches them.

PolicyA2211 / 24h89%11% ovr$4.21/task

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

Close Integrity Agent

Holds the rules that bind every other agent in r2r control tower. Versions them, tests them against live decisions, and blocks work that breaches them.

PolicyA235 / 24h96%6% ovr$6.74/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.

R2R Control Tower Challenger Agent

Adversarial reviewer for r2r control tower. Argues the opposite case on every position and flags where the evidence does not carry the claim.

StrategyA2212 / 24h90%15% ovr$9.76/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 Quality81
Override Discipline76
Data Integrity60
Recovery Readiness82
Cost Transparency79
Judgment Readiness63

People

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

headcount on this work60.341.0 FTE

Redeployed into customer-facing escalation ownership.

inference cost per unit$2.39

Lines running in this sub-function

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

18 clear4 evidenced1 held
GB4APeriod CloseTransactional · 10 stations

Open close

2 live

Sub-ledger cutoff

18 q

Accruals

3 q

Reconcile

39 q

Intercompany match

28 q

Flux analysis

8 q

Exception review

5 q

Sign off

1 q

Consolidate

1 live

Publish

1 live

GB4BBalance Sheet ReconciliationTransactional · 5 stations

Pull balances

2 live

Auto-match

1 live

Age open items

1 live

Certify

2 live

Escalate aged

3 live

GB4CIntercompany SettlementTransactional · 5 stations

Match

1 live

Dispute route

3 live

Resolve

1 live

Net

39 q

Settle

1 live

GB4DDisclosure DraftingAnalytical · 5 stations

Assemble

39 q

Draft

2 live

Tie out

1 live

Review

1 live

Audit pack

35 q

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.

GB4-POS-100

R2R Control Tower Operating Position

Supersededv2

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

Hold the ceiling at A4 for r2r control tower. Reconciliation and accrual mechanics run agentic. The close sign-off is a personal attestation by a named officer and will never be delegated to an agent. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

80%

The challenge — R2R Control Tower Challenger Agent

R2R Control Tower Challenger Agent argues the recommendation leans on 5 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 15 percent for two consecutive months
  • ·Cost per reconciliation 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 $28k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$67k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$433k 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$404k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Record-to-Report Tower Orchestratorratifier Tower Lead, Record-to-Report3 stated assumptions

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
GB4-POL-200

R2R Control Tower Decision Envelope

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

envelopeR2R Control AgentTower Lead, Record-to-Reportv3.4Active
GB4-POL-201

R2R 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 · APAC

evidenceR2R Control AgentTower Lead, Record-to-Reportv1.7Superseded
GB4-POL-202

R2R 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, Record-to-Report owns the response clock.

binds 6 agents · Global

escalationR2R Control AgentTower Lead, Record-to-Reportv1.6Active
GB4-POL-203

R2R Control Tower Autonomy Ceiling

The ceiling for this lane is 89 on the platform scale. Reconciliation and accrual mechanics run agentic. The close sign-off is a personal attestation by a named officer and will never be delegated to an agent. The ceiling is a governance decision, not a technical limit, and only Tower Lead, Record-to-Report can propose moving it.

binds 6 agents · LATAM · US

ceilingR2R Control AgentTower Lead, Record-to-Reportv5.3Active