Sub-function
Pricing & Rate Cards
Owns price change work end to end inside Revenue Operations. Runs 3 lines across 16 stations, drains the repeatable share into the O2C tower, and holds 4 human gates.
Estate rating
BBB
71 / 100
Deliberately capped low. Price is the most consequential number the company publishes, and a wrong rate card propagates into every open quote within minutes.
Agents
8
Lines
3
Units / wk
11,599
Timetable vs actual
12.3h → 12.5h
Cost / unit
$5.11
was $13
Run-rate saving
$5.0M
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.
Pricing Orchestrator
Owns the pricing & rate cards lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.
ceiling A2 · escalates to Escalates to VP Pricing when the unit falls outside the decision envelope or confidence drops below the floor.
Price List Maintenance Agent
Runs the repeatable portion of pricing & rate cards inside the shared transaction spine at spine cost and spine controls.
ceiling A2 · escalates to Escalates to VP Pricing when the unit falls outside the decision envelope or confidence drops below the floor.
Currency & Region Agent
Runs the repeatable portion of pricing & rate cards inside the shared transaction spine at spine cost and spine controls.
ceiling A2 · escalates to Escalates to VP Pricing when the unit falls outside the decision envelope or confidence drops below the floor.
Elasticity Modeling Agent
Executes the pricing & rate cards step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A2 · escalates to Escalates to VP Pricing when the unit falls outside the decision envelope or confidence drops below the floor.
Competitive Price Watch Agent
Watches pricing & rate cards continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.
ceiling A2 · escalates to Escalates to VP Pricing when the unit falls outside the decision envelope or confidence drops below the floor.
Discount Guardrail Agent
Holds the rules that bind every other agent in pricing & rate cards. Versions them, tests them against live decisions, and blocks work that breaches them.
ceiling A2 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.
Pricing Strategy Agent
Authors positions on pricing & rate cards. Frames the question, models the options, and writes a recommendation a human can ratify or reject.
ceiling A2 · escalates to Escalates when two options sit inside the confidence band and the evidence cannot separate them.
Pricing & Rate Cards Challenger Agent
Adversarial reviewer for pricing & rate cards. Argues the opposite case on every position and flags where the evidence does not carry the claim.
ceiling A2 · 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.
Pricing Model Position
In challengev3Should price change work stay in the shared transaction spine, or come back inside the function where the context lives?
Hold the ceiling at A2 for pricing & rate cards. Deliberately capped low. Price is the most consequential number the company publishes, and a wrong rate card propagates into every open quote within minutes. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.
confidence
84%
The challenge — Pricing & Rate Cards Challenger Agent
Pricing & Rate Cards 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 price change 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 $53k are sampled, not fully measured
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $228k run rate | Known and priced. Cedes ground if comparators move faster. | live |
| Raise the ceiling one level now | $1137k to build controls | Override rate is 13 percent; raising the ceiling before that settles imports the error into production. | rejected on evidence |
| Move the exception tail to the spine | $821k transition | Loses local context. Rework risk on the cases that are hardest to recover. | under review |
Pricing & Rate Cards Operating Position
Rejectedv4What operating shape carries twice the current price change volume without adding headcount, and what breaks first if we are wrong?
Keep the repeatable price change volume in the spine and pull the exception tail back into the function. The spine is cheaper per unit; the tail is where the context that prevents rework actually sits.
confidence
78%
The challenge — Pricing & Rate Cards Challenger Agent
Pricing & Rate Cards Challenger Agent argues the recommendation leans on 2 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 price change stops falling while volume keeps rising
- ·A comparator publishes a materially lower unit cost on a like-for-like basis
Evidence gaps
- ·No external comparator on a like-for-like unit definition
- ·Exception cases under $39k are sampled, not fully measured
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $608k run rate | Known and priced. Cedes ground if comparators move faster. | live |
| Raise the ceiling one level now | $1527k 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 | $257k 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 |
|---|---|---|---|---|---|---|
| RO2-POL-200 | Pricing & Rate Cards Decision Envelope Agents in this lane may act without a human when the price change 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 | envelope | Discount Guardrail Agent | VP Pricing | v4.7 | Active |
| RO2-POL-201 | Pricing & Rate Cards 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 · APAC | evidence | Discount Guardrail Agent | VP Pricing | v4.5 | Active |
| RO2-POL-202 | Pricing & Rate Cards 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. VP Pricing owns the response clock. binds 3 agents · Global | escalation | Discount Guardrail Agent | VP Pricing | v2.9 | Active |