Sub-function
Renewals & Churn Ops
Owns renewal record work end to end inside Revenue Operations. Runs 3 lines across 16 stations, drains the repeatable share into the O2C tower, and holds 2 human gates.
Estate rating
BBB
75 / 100
Auto-renewal and cancellation processing are contractual mechanics that run touchless. The save attempt is a human relationship play, deliberately inserted before processing.
Agents
8
Lines
3
Units / wk
3,660
Timetable vs actual
19.9h → 21.3h
Cost / unit
$4.79
was $16
Run-rate saving
$2.1M
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.
Renewal Ops Orchestrator
Owns the renewals & churn ops 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, Renewal Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Renewal Calendar Agent
Runs the repeatable portion of renewals & churn ops inside the shared transaction spine at spine cost and spine controls.
ceiling A4 · escalates to Escalates to Director, Renewal Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Downgrade Processing Agent
Runs the repeatable portion of renewals & churn ops inside the shared transaction spine at spine cost and spine controls.
ceiling A4 · escalates to Escalates to Director, Renewal Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Auto-renewal Agent
Executes the renewals & churn ops step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Director, Renewal Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Cancellation Agent
Executes the renewals & churn ops step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Director, Renewal Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Churn Signal Agent
Watches renewals & churn ops continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.
ceiling A4 · escalates to Escalates to Director, Renewal Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Retention Analytics Agent
Watches renewals & churn ops continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.
ceiling A4 · escalates to Escalates to Director, Renewal Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Renewals & Churn Ops Challenger Agent
Adversarial reviewer for renewals & churn ops. 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.
Renewals & Churn Ops Operating Position
Ratifiedv1Which parts of renewals & churn ops should deliberately stay human, and how do we defend that against a cost argument?
Hold the ceiling at A4 for renewals & churn ops. Auto-renewal and cancellation processing are contractual mechanics that run touchless. The save attempt is a human relationship play, deliberately inserted before processing. 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 — Renewals & Churn Ops Challenger Agent
Renewals & Churn Ops 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 10 percent for two consecutive months
- ·Cost per renewal record 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 $31k are sampled, not fully measured
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $729k run rate | Known and priced. Cedes ground if comparators move faster. | not selected |
| Raise the ceiling one level now | $969k 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 | $666k transition | Loses local context. Rework risk on the cases that are hardest to recover. | selected |
Ratified 3 months ago. Measured since: cost per renewal record fell 27 percent against a forecast of 23 percent.
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 |
|---|---|---|---|---|---|---|
| RO7-POL-200 | Renewals & Churn Ops Decision Envelope Agents in this lane may act without a human when the renewal record 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 · APAC | envelope | Renewal Ops Orchestrator | Director, Renewal Operations | v3.7 | Active |
| RO7-POL-201 | Renewals & Churn Ops 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 · EU · UK | evidence | Renewal Ops Orchestrator | Director, Renewal Operations | v3.6 | Active |