Sub-function
Record-to-Report & Close
Owns close task work end to end inside Finance. Runs 3 lines across 19 stations, drains the repeatable share into the R2R tower, and holds 5 human gates.
Estate rating
A
76 / 100
Journal posting and reconciliation are deterministic and audited. Segregation of duties is absolute — the agent may prepare or post but never both without a human reviewer.
Agents
9
Lines
3
Units / wk
13,406
Timetable vs actual
12.4h → 13.4h
Cost / unit
$11
was $41
Run-rate saving
$21.1M
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.
Close Orchestrator
Owns the record-to-report & close lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.
ceiling A4 · escalates to Escalates to Corporate Controller when the unit falls outside the decision envelope or confidence drops below the floor.
Journal Entry Agent
Runs the repeatable portion of record-to-report & close inside the shared transaction spine at spine cost and spine controls.
ceiling A4 · escalates to Escalates to Corporate Controller when the unit falls outside the decision envelope or confidence drops below the floor.
Accrual Agent
Runs the repeatable portion of record-to-report & close inside the shared transaction spine at spine cost and spine controls.
ceiling A4 · escalates to Escalates to Corporate Controller when the unit falls outside the decision envelope or confidence drops below the floor.
Reconciliation Agent
Executes the record-to-report & close step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Corporate Controller when the unit falls outside the decision envelope or confidence drops below the floor.
Intercompany Agent
Executes the record-to-report & close step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Corporate Controller when the unit falls outside the decision envelope or confidence drops below the floor.
Close Task Agent
Executes the record-to-report & close step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Corporate Controller when the unit falls outside the decision envelope or confidence drops below the floor.
Flux Analysis Agent
Executes the record-to-report & close step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Corporate Controller when the unit falls outside the decision envelope or confidence drops below the floor.
Close Policy Agent
Holds the rules that bind every other agent in record-to-report & close. Versions them, tests them against live decisions, and blocks work that breaches them.
ceiling A4 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.
Record-to-Report & Close Challenger Agent
Adversarial reviewer for record-to-report & close. Argues the opposite case on every position and flags where the evidence does not carry the claim.
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.
People
What the humans stopped doing, and what they do now.
Redeployed into customer-facing escalation ownership.
Lines running in this sub-function
Each line is a workflow. Click a line to walk it station by station.
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.
Record-to-Report & Close Operating Position
In challengev4Is the current cost per close task defensible against external comparators once inference spend is counted in full?
Hold the ceiling at A4 for record-to-report & close. Journal posting and reconciliation are deterministic and audited. Segregation of duties is absolute — the agent may prepare or post but never both without a human reviewer. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.
confidence
82%
The challenge — Record-to-Report & Close Challenger Agent
Record-to-Report & Close 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 close task 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 $5k are sampled, not fully measured
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $407k run rate | Known and priced. Cedes ground if comparators move faster. | live |
| Raise the ceiling one level now | $962k to build controls | Override 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 | $809k transition | Loses local context. Rework risk on the cases that are hardest to recover. | under review |
Policy register
The rules the agents above are bound by. Version, owner, approver, and the agents each rule constrains.
| Ref | Rule | Scope | Owner agent | Approved by | Version | Status |
|---|---|---|---|---|---|---|
| FI4-POL-200 | Record-to-Report & Close Decision Envelope Agents in this lane may act without a human when the close task 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 · LATAM · US | envelope | Close Policy Agent | Corporate Controller | v4.8 | Active |
| FI4-POL-201 | Record-to-Report & Close 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 | evidence | Close Policy Agent | Corporate Controller | v2.9 | Active |
| FI4-POL-202 | Record-to-Report & Close 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. Corporate Controller owns the response clock. binds 6 agents · Global | escalation | Close Policy Agent | Corporate Controller | v2.8 | Active |