LensReading which lens this session carries.
Administration/Corporate Services

Sub-function

Corporate Services

Owns service request work end to end inside Administration. Runs 3 lines across 17 stations, drains the repeatable share into the S2P tower, and holds 2 human gates.

orchestrator Corporate Services Orchestratorhuman owner Director, Corporate Services routes into s2p

Estate rating

A

79 / 100

autonomy 76%cap 88%

Catalog-driven requests with clear service definitions. Almost everything clears without a human unless it breaches a spend or SLA envelope.

Agents

10

Lines

3

Units / wk

7,137

Timetable vs actual

25.5h → 30.9h

Cost / unit

$8.18

was $27

Run-rate saving

$7.0M

annualized at this volume

The 10 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.

Corporate Services Orchestrator

Owns the corporate services lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

ObserveA3209 / 24h86%5% ovr$9.48/task

ceiling A4 · escalates to Escalates to Director, Corporate Services when the unit falls outside the decision envelope or confidence drops below the floor.

AI GBSRuns the shared transaction spine.

Service Catalog Agent

Runs the repeatable portion of corporate services inside the shared transaction spine at spine cost and spine controls.

AI GBSA41,634 / 24h91%1% ovr$0.08/task

ceiling A4 · escalates to Escalates to Director, Corporate Services when the unit falls outside the decision envelope or confidence drops below the floor.

Cost Allocation Agent

Runs the repeatable portion of corporate services inside the shared transaction spine at spine cost and spine controls.

AI GBSA44,091 / 24h95%9% ovr$0.31/task

ceiling A4 · escalates to Escalates to Director, Corporate Services when the unit falls outside the decision envelope or confidence drops below the floor.

TaskExecutes stations on a line.

Request Triage Agent

Executes the corporate services step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA41,871 / 24h97%9% ovr$0.47/task

ceiling A4 · escalates to Escalates to Director, Corporate Services when the unit falls outside the decision envelope or confidence drops below the floor.

Supplier Performance Agent

Executes the corporate services step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA42,776 / 24h90%8% ovr$0.30/task

ceiling A4 · escalates to Escalates to Director, Corporate Services when the unit falls outside the decision envelope or confidence drops below the floor.

Service Level Agent

Executes the corporate services step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA43,712 / 24h96%1% ovr$0.39/task

ceiling A4 · escalates to Escalates to Director, Corporate Services when the unit falls outside the decision envelope or confidence drops below the floor.

Employee Feedback Agent

Executes the corporate services step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA42,719 / 24h94%3% ovr$0.38/task

ceiling A4 · escalates to Escalates to Director, Corporate Services when the unit falls outside the decision envelope or confidence drops below the floor.

PolicyAuthors and versions the binding rules.

Corporate Services Policy Agent

Holds the rules that bind every other agent in corporate services. Versions them, tests them against live decisions, and blocks work that breaches them.

PolicyA2215 / 24h90%6% ovr$13/task

ceiling A4 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.

StrategyForms and defends a position.

Service Model Agent

Authors positions on corporate services. Frames the question, models the options, and writes a recommendation a human can ratify or reject.

StrategyA273 / 24h90%8% ovr$4.23/task

ceiling A4 · escalates to Escalates when two options sit inside the confidence band and the evidence cannot separate them.

ChallengerPaid to disagree before a human has to.

Corporate Services Challenger Agent

Adversarial reviewer for corporate services. Argues the opposite case on every position and flags where the evidence does not carry the claim.

StrategyA2126 / 24h87%12% ovr$4.47/task

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.

Control Coverage75
Evidence Quality85
Override Discipline82
Data Integrity77
Recovery Readiness86
Cost Transparency83
Judgment Readiness63

People

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

headcount on this work38.426.1 FTE

Redeployed into agent supervision, calibration and coaching.

inference cost per unit$2.43

Lines running in this sub-function

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

11 clear2 evidenced1 held
AD10AService Request to FulfillmentTransactional · 6 stations

Request

1 live

Triage

1 live

Route

1 live

Fulfill

3 live

Confirm

2 live

Close

41 q

AD10BSupplier Performance ReviewAnalytical · 5 stations

Pull SLA data

1 live

Score

1 live

Draft findings

15 q

Review

1 live

Issue actions

1 live

AD10CCorporate Services Model PositionJudgment · 6 stations

Frame question

41 q

Gather evidence

23 q

Model options

22 q

Draft position

1 live

Challenge

1 live

Ratify

6 q

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.

AD10-POS-100

Corporate Services Model Position

Ratifiedv4

Where should the autonomy ceiling for corporate services sit over the next four quarters, and what evidence would justify moving it?

Hold the ceiling at A4 for corporate services. Catalog-driven requests with clear service definitions. Almost everything clears without a human unless it breaches a spend or SLA envelope. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

74%

The challenge — Corporate Services Challenger Agent

Corporate Services 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 13 percent for two consecutive months
  • ·Cost per service request 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 $42k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$159k run rateKnown and priced. Cedes ground if comparators move faster.not selected
Raise the ceiling one level now$974k to build controlsOverride 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$516k transitionLoses local context. Rework risk on the cases that are hardest to recover.selected
authored by Service Model Agentratifier Director, Corporate Services3 stated assumptions
outcome held

Ratified 5 months ago. Measured since: cost per service request fell 33 percent against a forecast of 30 percent.

AD10-POS-101

Corporate Services Operating Position

Rejectedv1

Should service request work stay in the shared transaction spine, or come back inside the function where the context lives?

Keep the repeatable service request 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

61%

The challenge — Corporate Services Challenger Agent

Corporate Services 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 service request 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 $59k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$626k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$1043k to build controlsOverride rate is 12 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$180k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Service Model Agentratifier Director, Corporate Services3 stated assumptions

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
AD10-POL-200

Corporate Services Decision Envelope

Agents in this lane may act without a human when the service request 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 6 agents · LATAM · US

envelopeCorporate Services Policy AgentDirector, Corporate Servicesv5.1Active
AD10-POL-201

Corporate Services 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 6 agents · US · Canada

evidenceCorporate Services Policy AgentDirector, Corporate Servicesv4.3Active