LensReading which lens this session carries.
Revenue Operations/Territory & Comp Ops

Sub-function

Territory & Comp Ops

Owns assignment work end to end inside Revenue Operations. Runs 3 lines across 15 stations, drains the repeatable share into the H2R tower, and holds 3 human gates.

orchestrator Territory Ops Orchestratorhuman owner Director, Sales Operations routes into h2r

Estate rating

BBB

72 / 100

autonomy 71%cap 84%

Rules-based crediting runs automatically. Genuinely ambiguous splits are escalated rather than guessed, because a wrong split is a trust event with a seller.

Agents

8

Lines

3

Units / wk

21,288

Timetable vs actual

17.4h → 20.2h

Cost / unit

$12

was $38

Run-rate saving

$28.9M

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.

OrchestratorOwns the queue and arbitrates between desks.

Territory Ops Orchestrator

Owns the territory & comp ops lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

ObserveA3193 / 24h91%5% ovr$2.92/task

ceiling A3 · escalates to Escalates to Director, Sales Operations when the unit falls outside the decision envelope or confidence drops below the floor.

AI GBSRuns the shared transaction spine.

Territory Assignment Agent

Runs the repeatable portion of territory & comp ops inside the shared transaction spine at spine cost and spine controls.

AI GBSA32,633 / 24h91%2% ovr$0.29/task

ceiling A3 · escalates to Escalates to Director, Sales Operations when the unit falls outside the decision envelope or confidence drops below the floor.

Plan Loading Agent

Runs the repeatable portion of territory & comp ops inside the shared transaction spine at spine cost and spine controls.

AI GBSA32,227 / 24h91%4% ovr$0.15/task

ceiling A3 · escalates to Escalates to Director, Sales Operations when the unit falls outside the decision envelope or confidence drops below the floor.

TaskExecutes stations on a line.

Crediting Rules Agent

Executes the territory & comp ops step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA3599 / 24h93%5% ovr$0.13/task

ceiling A3 · escalates to Escalates to Director, Sales Operations when the unit falls outside the decision envelope or confidence drops below the floor.

Split Resolution Agent

Executes the territory & comp ops step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA32,383 / 24h96%1% ovr$0.41/task

ceiling A3 · escalates to Escalates to Director, Sales Operations when the unit falls outside the decision envelope or confidence drops below the floor.

Quota Tracking Agent

Executes the territory & comp ops step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA31,027 / 24h98%8% ovr$0.12/task

ceiling A3 · escalates to Escalates to Director, Sales Operations when the unit falls outside the decision envelope or confidence drops below the floor.

PolicyAuthors and versions the binding rules.

Comp Ops Policy Agent

Holds the rules that bind every other agent in territory & comp ops. Versions them, tests them against live decisions, and blocks work that breaches them.

PolicyA291 / 24h90%15% ovr$12/task

ceiling A3 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.

ChallengerPaid to disagree before a human has to.

Territory & Comp Ops Challenger Agent

Adversarial reviewer for territory & comp ops. Argues the opposite case on every position and flags where the evidence does not carry the claim.

StrategyA2137 / 24h92%6% ovr$3.22/task

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.

Control Coverage73
Evidence Quality74
Override Discipline80
Data Integrity76
Recovery Readiness77
Cost Transparency76
Judgment Readiness46

People

What the humans stopped doing, and what they do now.

headcount on this work107.773.1 FTE

Roles held flat; released hours absorbed volume growth rather than headcount reduction.

inference cost per unit$1.70

Lines running in this sub-function

Each line is a workflow. Click a line to walk it station by station.

10 clear6 evidenced4 held
RO8AAssignment ChangeTransactional · 6 stations

Request

1 live

Validate rules

18 q

Model credit impact

1 live

Approve

1 live

Apply

1 live

Notify

44 q

RO8BCredit & Split ResolutionTransactional · 4 stations

Detect conflict

1 live

Apply rules

2 live

Escalate ambiguity

1 live

Post

3 live

RO8CPlan Load CycleTransactional · 5 stations

Ingest plans

1 live

Validate

2 live

Load

2 live

Reconcile

2 live

Sign-off

2 live

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.

RO8-POS-100

Territory & Comp Ops Operating Position

In challengev3

Is the current cost per assignment defensible against external comparators once inference spend is counted in full?

Hold the ceiling at A3 for territory & comp ops. Rules-based crediting runs automatically. Genuinely ambiguous splits are escalated rather than guessed, because a wrong split is a trust event with a seller. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

63%

The challenge — Territory & Comp Ops Challenger Agent

Territory & Comp Ops Challenger Agent argues the recommendation leans on 5 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 assignment 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 consideredCostRiskVerdict
Hold the current position$407k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$1764k to build controlsOverride 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$741k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Territory Ops Orchestratorratifier Director, Sales Operations3 stated assumptions

Policy register

The rules the agents above are bound by. Version, owner, approver, and the agents each rule constrains.

RefRuleScopeOwner agentApproved byVersionStatus
RO8-POL-200

Territory & Comp Ops Decision Envelope

Agents in this lane may act without a human when the assignment 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 5 agents · LATAM · US

envelopeComp Ops Policy AgentDirector, Sales Operationsv4.8Active
RO8-POL-201

Territory & Comp 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 5 agents · LATAM · US

evidenceComp Ops Policy AgentDirector, Sales Operationsv4.5Active