Sub-function
Cost-to-Serve Management
Owns cost line work end to end inside AI GBS & Global Business Services. more
Estate rating
BBB
72 / 100
The tower that keeps the platform honest. more
Agents
11
Lines
3
Units / wk
8,133
Timetable vs actual
20.0h → 19.4h
Cost / unit
$2.85
was $11
Run-rate saving
$3.3M
annualized at this volume
The 11 agents running this sub-function
Grouped by what they are for, not by where they sit. more
Cost-to-Serve Orchestrator
Owns the cost-to-serve management lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.
ceiling A3 · escalates to Escalates to Head of Service Economics when the unit falls outside the decision envelope or confidence drops below the floor.
Unit Cost Agent
Runs the repeatable portion of cost-to-serve management inside the shared transaction spine at spine cost and spine controls.
ceiling A3 · escalates to Escalates to Head of Service Economics when the unit falls outside the decision envelope or confidence drops below the floor.
Chargeback Agent
Runs the repeatable portion of cost-to-serve management inside the shared transaction spine at spine cost and spine controls.
ceiling A3 · escalates to Escalates to Head of Service Economics when the unit falls outside the decision envelope or confidence drops below the floor.
Cost Narrative Agent
Runs the repeatable portion of cost-to-serve management inside the shared transaction spine at spine cost and spine controls.
ceiling A3 · escalates to Escalates to Head of Service Economics when the unit falls outside the decision envelope or confidence drops below the floor.
Inference Cost Agent
Executes the cost-to-serve management step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A3 · escalates to Escalates to Head of Service Economics when the unit falls outside the decision envelope or confidence drops below the floor.
Volume Attribution Agent
Executes the cost-to-serve management step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A3 · escalates to Escalates to Head of Service Economics when the unit falls outside the decision envelope or confidence drops below the floor.
Benchmark Agent
Executes the cost-to-serve management step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A3 · escalates to Escalates to Head of Service Economics when the unit falls outside the decision envelope or confidence drops below the floor.
Margin of Automation Agent
Authors positions on cost-to-serve management. Frames the question, models the options, and writes a recommendation a human can ratify or reject.
ceiling A3 · escalates to Escalates when two options sit inside the confidence band and the evidence cannot separate them.
Economics Doctrine Agent
Authors positions on cost-to-serve management. Frames the question, models the options, and writes a recommendation a human can ratify or reject.
ceiling A3 · escalates to Escalates when two options sit inside the confidence band and the evidence cannot separate them.
Chargeback Policy Agent
Holds the rules that bind every other agent in cost-to-serve management. 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.
Cost-to-Serve Management Challenger Agent
Adversarial reviewer for cost-to-serve management. 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. more
Strategy positions this sub-function holds
An agent that only executes is a robot. more
Automation Economics Position
Rejectedv3Which parts of cost-to-serve management should deliberately stay human, and how do we defend that against a cost argument?
Hold the ceiling at A3 for cost-to-serve management. more
confidence
61%
The challenge — Cost-to-Serve Management Challenger Agent
Cost-to-Serve Management Challenger Agent argues the recommendation leans on 3 quarters of data from a period with no volume shock. more
Break conditions
- ·Override rate rises above 14 percent for two consecutive months
- ·Cost per cost line stops falling while volume keeps rising
- ·A control failure in this lane reaches a customer or a regulator
Evidence gaps
- ·No independent test of the control evidence behind the touchless rate
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $318k run rate | Known and priced. Cedes ground if comparators move faster. | live |
| Raise the ceiling one level now | $821k 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 | $1089k transition | Loses local context. Rework risk on the cases that are hardest to recover. | under review |
Cost-to-Serve Management Operating Position
In challengev1Where should the autonomy ceiling for cost-to-serve management sit over the next four quarters, and what evidence would justify moving it?
Keep the repeatable cost line volume in the spine and pull the exception tail back into the function. more
confidence
86%
The challenge — Cost-to-Serve Management Challenger Agent
Cost-to-Serve Management Challenger Agent argues the recommendation leans on 3 quarters of data from a period with no volume shock. more
Break conditions
- ·Override rate rises above 15 percent for two consecutive months
- ·Cost per cost line 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 $46k are sampled, not fully measured
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $829k run rate | Known and priced. Cedes ground if comparators move faster. | live |
| Raise the ceiling one level now | $922k to build controls | Override rate is 10 percent; raising the ceiling before that settles imports the error into production. | rejected on evidence |
| Move the exception tail to the spine | $95k 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. more
| Ref | Rule | Scope | Owner agent | Approved by | Version | Status |
|---|---|---|---|---|---|---|
| GB11-POL-200 | Cost-to-Serve Management Decision Envelope Agents in this lane may act without a human when the cost line sits inside the stated value, risk and confidence envelope. more binds 6 agents · EU · UK | envelope | Chargeback Policy Agent | Head of Service Economics | v1.9 | Active |
| GB11-POL-201 | Cost-to-Serve Management Evidence Standard Every autonomous decision writes inputs, the rule version applied, the model and prompt version, the output and a reversal path. more binds 6 agents · APAC | evidence | Chargeback Policy Agent | Head of Service Economics | v2.6 | Active |
| GB11-POL-202 | Cost-to-Serve Management 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. more binds 6 agents · APAC | escalation | Chargeback Policy Agent | Head of Service Economics | v1.9 | Active |