Sub-function
Quote-to-Order
Owns quote work end to end inside Revenue Operations. Runs 3 lines across 17 stations, drains the repeatable share into the O2C tower, and holds 3 human gates.
Estate rating
BBB
74 / 100
Configuration and document generation are deterministic and fully touchless. Countersignature is a legal act with a named human on it.
Agents
8
Lines
3
Units / wk
10,124
Timetable vs actual
16.4h → 13.8h
Cost / unit
$5.68
was $19
Run-rate saving
$6.8M
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.
Quote Orchestrator
Owns the quote-to-order 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, Quote Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Configuration Validation Agent
Runs the repeatable portion of quote-to-order inside the shared transaction spine at spine cost and spine controls.
ceiling A4 · escalates to Escalates to Director, Quote Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Document Generation Agent
Runs the repeatable portion of quote-to-order inside the shared transaction spine at spine cost and spine controls.
ceiling A4 · escalates to Escalates to Director, Quote Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Quote Assembly Agent
Executes the quote-to-order step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Director, Quote Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Approval Routing Agent
Executes the quote-to-order step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Director, Quote Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Signature Coordination Agent
Executes the quote-to-order step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Director, Quote Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Quote Hygiene Agent
Executes the quote-to-order step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Director, Quote Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Quote-to-Order Challenger Agent
Adversarial reviewer for quote-to-order. 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 control design and independent testing.
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.
Quote-to-Order Operating Position
In challengev4What operating shape carries twice the current quote volume without adding headcount, and what breaks first if we are wrong?
Hold the ceiling at A4 for quote-to-order. Configuration and document generation are deterministic and fully touchless. Countersignature is a legal act with a named human on it. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.
confidence
70%
The challenge — Quote-to-Order Challenger Agent
Quote-to-Order 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 quote 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 $37k are sampled, not fully measured
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $595k run rate | Known and priced. Cedes ground if comparators move faster. | live |
| Raise the ceiling one level now | $1430k to build controls | Override rate is 12 percent; raising the ceiling before that settles imports the error into production. | rejected on evidence |
| Move the exception tail to the spine | $696k 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 |
|---|---|---|---|---|---|---|
| RO3-POL-200 | Quote-to-Order Decision Envelope Agents in this lane may act without a human when the quote 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 · US · Canada | envelope | Quote Orchestrator | Director, Quote Operations | v2.7 | under review |
| RO3-POL-201 | Quote-to-Order 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 · EU · UK | evidence | Quote Orchestrator | Director, Quote Operations | v2.7 | Active |
| RO3-POL-202 | Quote-to-Order 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, Quote Operations owns the response clock. binds 6 agents · APAC | escalation | Quote Orchestrator | Director, Quote Operations | v4.9 | Active |