Sub-function
Budgeting & Forecasting
Owns budget line work end to end inside Finance. Runs 3 lines across 18 stations, drains the repeatable share into the P2P tower, and holds 5 human gates.
Estate rating
A
76 / 100
Template issue, chasing, validation and consolidation are pure mechanics and run touchless. The budget itself is approved by executives and the board.
Agents
8
Lines
3
Units / wk
6,698
Timetable vs actual
2.8h → 3.2h
Cost / unit
$6.70
was $19
Run-rate saving
$4.2M
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.
Budget Orchestrator
Owns the budgeting & forecasting lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.
ceiling A3 · escalates to Escalates to Director, Budgeting when the unit falls outside the decision envelope or confidence drops below the floor.
Budget Build Agent
Runs the repeatable portion of budgeting & forecasting inside the shared transaction spine at spine cost and spine controls.
ceiling A3 · escalates to Escalates to Director, Budgeting when the unit falls outside the decision envelope or confidence drops below the floor.
Submission Chase Agent
Runs the repeatable portion of budgeting & forecasting inside the shared transaction spine at spine cost and spine controls.
ceiling A3 · escalates to Escalates to Director, Budgeting when the unit falls outside the decision envelope or confidence drops below the floor.
Rolling Forecast Agent
Executes the budgeting & forecasting step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A3 · escalates to Escalates to Director, Budgeting when the unit falls outside the decision envelope or confidence drops below the floor.
Assumption Tracking Agent
Executes the budgeting & forecasting step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A3 · escalates to Escalates to Director, Budgeting when the unit falls outside the decision envelope or confidence drops below the floor.
Consolidation Agent
Executes the budgeting & forecasting step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A3 · escalates to Escalates to Director, Budgeting when the unit falls outside the decision envelope or confidence drops below the floor.
Budget Policy Agent
Holds the rules that bind every other agent in budgeting & forecasting. Versions them, tests them against live decisions, and blocks work that breaches them.
ceiling A3 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.
Budgeting & Forecasting Challenger Agent
Adversarial reviewer for budgeting & forecasting. Argues the opposite case on every position and flags where the evidence does not carry the claim.
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.
People
What the humans stopped doing, and what they do now.
Redeployed into exception judgment and supplier relationship work.
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.
Budgeting & Forecasting Operating Position
In challengev4Is the current cost per budget line defensible against external comparators once inference spend is counted in full?
Hold the ceiling at A3 for budgeting & forecasting. Template issue, chasing, validation and consolidation are pure mechanics and run touchless. The budget itself is approved by executives and the board. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.
confidence
65%
The challenge — Budgeting & Forecasting Challenger Agent
Budgeting & Forecasting 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 16 percent for two consecutive months
- ·Cost per budget line 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 $11k are sampled, not fully measured
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $264k run rate | Known and priced. Cedes ground if comparators move faster. | live |
| Raise the ceiling one level now | $155k to build controls | Override rate is 5 percent; raising the ceiling before that settles imports the error into production. | rejected on evidence |
| Move the exception tail to the spine | $865k 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 |
|---|---|---|---|---|---|---|
| FI2-POL-200 | Budgeting & Forecasting Decision Envelope Agents in this lane may act without a human when the budget line 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 5 agents · LATAM · US | envelope | Budget Policy Agent | Director, Budgeting | v5.6 | under review |
| FI2-POL-201 | Budgeting & Forecasting 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 5 agents · Global | evidence | Budget Policy Agent | Director, Budgeting | v3.7 | Active |
| FI2-POL-202 | Budgeting & Forecasting 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, Budgeting owns the response clock. binds 5 agents · APAC | escalation | Budget Policy Agent | Director, Budgeting | v1.1 | under review |