LensReading which lens this session carries.
Finance/Internal Controls & Audit Interlock

Sub-function

Internal Controls & Audit Interlock

Owns control test work end to end inside Finance. Runs 3 lines across 18 stations, drains the repeatable share into the R2R tower, and holds 4 human gates.

orchestrator Controls Orchestratorhuman owner Director, Internal Controls routes into r2r

Estate rating

A

79 / 100

autonomy 77%cap 80%

Evidence collection and test execution are automated and continuous rather than sampled. Deficiency conclusions are signed by a human because the auditor will ask who concluded.

Agents

8

Lines

3

Units / wk

11,273

Timetable vs actual

14.5h → 14.8h

Cost / unit

$15

was $43

Run-rate saving

$16.6M

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.

Controls Orchestrator

Owns the internal controls & audit interlock lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

ObserveA3133 / 24h97%15% ovr$13/task

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

AI GBSRuns the shared transaction spine.

Control Testing Agent

Runs the repeatable portion of internal controls & audit interlock inside the shared transaction spine at spine cost and spine controls.

AI GBSA32,630 / 24h89%3% ovr$0.56/task

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

TaskExecutes stations on a line.

Evidence Collection Agent

Executes the internal controls & audit interlock step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA33,758 / 24h94%6% ovr$0.10/task

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

Deficiency Tracking Agent

Executes the internal controls & audit interlock step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA33,343 / 24h94%1% ovr$0.55/task

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

PolicyAuthors and versions the binding rules.

Duty Conflict Agent

Holds the rules that bind every other agent in internal controls & audit interlock. Versions them, tests them against live decisions, and blocks work that breaches them.

PolicyA275 / 24h89%10% ovr$3.08/task

ceiling A3 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.

Controls Policy Agent

Holds the rules that bind every other agent in internal controls & audit interlock. Versions them, tests them against live decisions, and blocks work that breaches them.

PolicyA2131 / 24h95%12% ovr$9.23/task

ceiling A3 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.

ObserveWatches signals and watches the agents.

Audit Request Agent

Watches internal controls & audit interlock continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.

ObserveA384 / 24h95%11% ovr$13/task

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

ChallengerPaid to disagree before a human has to.

Internal Controls & Audit Interlock Challenger Agent

Adversarial reviewer for internal controls & audit interlock. Argues the opposite case on every position and flags where the evidence does not carry the claim.

StrategyA298 / 24h87%9% ovr$4.47/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 Coverage80
Evidence Quality78
Override Discipline87
Data Integrity88
Recovery Readiness71
Cost Transparency87
Judgment Readiness63

People

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

headcount on this work75.847.7 FTE

Redeployed into agent supervision, calibration and coaching.

inference cost per unit$4.19

Lines running in this sub-function

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

13 clear7 evidenced3 held
FI8AControl Test CycleTransactional · 8 stations

Schedule

25 q

Collect evidence

4 live

Execute test

1 live

Score

1 live

Deficiency raise

7 q

Owner remediate

1 live

Retest

1 live

Sign

2 q

FI8BAudit Request HandlingTransactional · 6 stations

Receive request

17 q

Locate evidence

2 live

Assemble

0 q

Controller review

2 live

Deliver

3 live

Log

1 live

FI8CDuty Conflict SweepTransactional · 4 stations

Scan entitlements

2 live

Detect conflict

1 live

Owner attest

2 live

Remediate

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.

FI8-POS-100

Internal Controls & Audit Interlock Operating Position

In challengev1

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

Hold the ceiling at A3 for internal controls & audit interlock. Evidence collection and test execution are automated and continuous rather than sampled. Deficiency conclusions are signed by a human because the auditor will ask who concluded. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

77%

The challenge — Internal Controls & Audit Interlock Challenger Agent

Internal Controls & Audit Interlock 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 14 percent for two consecutive months
  • ·Cost per control test 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 $12k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$445k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$1373k to build controlsOverride rate is 10 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$647k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Controls Orchestratorratifier Director, Internal Controls3 stated assumptions

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
FI8-POL-200

Internal Controls & Audit Interlock Decision Envelope

Agents in this lane may act without a human when the control test 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 3 agents · EU · UK · US

envelopeDuty Conflict AgentDirector, Internal Controlsv2.7Active
FI8-POL-201

Internal Controls & Audit Interlock 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 3 agents · EU · UK · US

evidenceDuty Conflict AgentDirector, Internal Controlsv3.5Superseded
FI8-POL-202

Internal Controls & Audit Interlock 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, Internal Controls owns the response clock.

binds 3 agents · EU · UK · US

escalationDuty Conflict AgentDirector, Internal Controlsv4.6Active