Sub-function
Savings Assurance
Owns savings claim work end to end inside Procurement & Source-to-Pay. Runs 3 lines across 15 stations, drains the repeatable share into the S2P tower, and holds 4 human gates.
Estate rating
BBB
73 / 100
Baseline verification and leakage detection are exactly the kind of reconciliation work agents never get tired of. Finance validates the number before anyone claims it.
Agents
8
Lines
3
Units / wk
6,769
Timetable vs actual
11.7h → 9.9h
Cost / unit
$11
was $36
Run-rate saving
$9.0M
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.
Savings Assurance Orchestrator
Owns the savings assurance 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, Value Assurance when the unit falls outside the decision envelope or confidence drops below the floor.
Savings Claim Agent
Runs the repeatable portion of savings assurance inside the shared transaction spine at spine cost and spine controls.
ceiling A4 · escalates to Escalates to Director, Value Assurance when the unit falls outside the decision envelope or confidence drops below the floor.
Baseline Verification Agent
Executes the savings assurance step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Director, Value Assurance when the unit falls outside the decision envelope or confidence drops below the floor.
Realization Tracking Agent
Executes the savings assurance step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Director, Value Assurance when the unit falls outside the decision envelope or confidence drops below the floor.
Finance Validation Agent
Executes the savings assurance step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Director, Value Assurance when the unit falls outside the decision envelope or confidence drops below the floor.
Leakage Detection Agent
Watches savings assurance continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.
ceiling A4 · escalates to Escalates to Director, Value Assurance when the unit falls outside the decision envelope or confidence drops below the floor.
Savings Policy Agent
Holds the rules that bind every other agent in savings assurance. 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.
Savings Assurance Challenger Agent
Adversarial reviewer for savings assurance. 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 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.
Savings Assurance Operating Position
Draftv4What operating shape carries twice the current savings claim volume without adding headcount, and what breaks first if we are wrong?
Hold the ceiling at A4 for savings assurance. Baseline verification and leakage detection are exactly the kind of reconciliation work agents never get tired of. Finance validates the number before anyone claims it. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.
confidence
61%
The challenge — Savings Assurance Challenger Agent
Savings Assurance 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 12 percent for two consecutive months
- ·Cost per savings claim 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 $59k are sampled, not fully measured
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $41k run rate | Known and priced. Cedes ground if comparators move faster. | live |
| Raise the ceiling one level now | $266k to build controls | Override rate is 14 percent; raising the ceiling before that settles imports the error into production. | rejected on evidence |
| Move the exception tail to the spine | $1046k 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 |
|---|---|---|---|---|---|---|
| PR11-POL-200 | Savings Assurance Decision Envelope Agents in this lane may act without a human when the savings claim 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 4 agents · US · Canada | envelope | Savings Policy Agent | Director, Value Assurance | v4.1 | Active |
| PR11-POL-201 | Savings Assurance 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 4 agents · APAC | evidence | Savings Policy Agent | Director, Value Assurance | v1.8 | under review |