Sub-function
Management Reporting
Owns report work end to end inside Finance. Runs 3 lines across 17 stations, drains the repeatable share into the P2P tower, and holds 3 human gates.
Estate rating
AA
83 / 100
Reporting assembly and plain-language answers are the clearest agentic win in Finance. Only the published pack carries a controller signature.
Agents
8
Lines
3
Units / wk
9,301
Timetable vs actual
13.9h → 14.1h
Cost / unit
$12
was $31
Run-rate saving
$9.5M
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.
Management Reporting Orchestrator
Owns the management reporting lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.
ceiling A4 · escalates to Escalates to Director, Management Reporting when the unit falls outside the decision envelope or confidence drops below the floor.
Report Assembly Agent
Runs the repeatable portion of management reporting inside the shared transaction spine at spine cost and spine controls.
ceiling A4 · escalates to Escalates to Director, Management Reporting when the unit falls outside the decision envelope or confidence drops below the floor.
Self-service Query Agent
Runs the repeatable portion of management reporting inside the shared transaction spine at spine cost and spine controls.
ceiling A4 · escalates to Escalates to Director, Management Reporting when the unit falls outside the decision envelope or confidence drops below the floor.
Narrative Drafting Agent
Executes the management reporting step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Director, Management Reporting when the unit falls outside the decision envelope or confidence drops below the floor.
Data Quality Agent
Watches management reporting continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.
ceiling A4 · escalates to Escalates to Director, Management Reporting when the unit falls outside the decision envelope or confidence drops below the floor.
Anomaly Detection Agent
Watches management reporting continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.
ceiling A4 · escalates to Escalates to Director, Management Reporting when the unit falls outside the decision envelope or confidence drops below the floor.
Reporting Policy Agent
Holds the rules that bind every other agent in management reporting. 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.
Management Reporting Challenger Agent
Adversarial reviewer for management reporting. 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 agent supervision, calibration and coaching.
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.
Management Reporting Operating Position
Ratifiedv2Is the current cost per report defensible against external comparators once inference spend is counted in full?
Hold the ceiling at A4 for management reporting. Reporting assembly and plain-language answers are the clearest agentic win in Finance. Only the published pack carries a controller signature. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.
confidence
76%
The challenge — Management Reporting Challenger Agent
Management Reporting 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 13 percent for two consecutive months
- ·Cost per report 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 $44k are sampled, not fully measured
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $810k run rate | Known and priced. Cedes ground if comparators move faster. | not selected |
| Raise the ceiling one level now | $1159k to build controls | Override rate is 11 percent; raising the ceiling before that settles imports the error into production. | rejected on evidence |
| Move the exception tail to the spine | $339k transition | Loses local context. Rework risk on the cases that are hardest to recover. | selected |
Ratified 3 months ago. Measured since: cost per report fell 17 percent against a forecast of 12 percent.
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 |
|---|---|---|---|---|---|---|
| FI3-POL-200 | Management Reporting Decision Envelope Agents in this lane may act without a human when the report 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 · US · Canada | envelope | Reporting Policy Agent | Director, Management Reporting | v4.7 | Active |
| FI3-POL-201 | Management Reporting 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 · US · Canada | evidence | Reporting Policy Agent | Director, Management Reporting | v2.2 | Active |
| FI3-POL-202 | Management Reporting 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, Management Reporting owns the response clock. binds 3 agents · US · Canada | escalation | Reporting Policy Agent | Director, Management Reporting | v5.0 | Active |