LensReading which lens this session carries.
Administration/Executive Support

Sub-function

Executive Support

Owns executive request work end to end inside Administration. Runs 3 lines across 18 stations, drains the repeatable share into no shared tower, and holds 1 human gates.

orchestrator Executive Support Orchestratorhuman owner Chief of Staff, Corporateno shared tower — judgment density too high

Estate rating

BBB

70 / 100

autonomy 68%cap 74%

Scheduling and briefing prep are near-fully agentic. Judgment about who gets executive time is a relationship decision that stays human.

Agents

9

Lines

3

Units / wk

13,854

Timetable vs actual

18.0h → 19.1h

Cost / unit

$18

was $51

Run-rate saving

$23.7M

annualized at this volume

The 9 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.

Executive Support Orchestrator

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

ObserveA3176 / 24h93%17% ovr$9.21/task

ceiling A3 · escalates to Escalates to Chief of Staff, Corporate when the unit falls outside the decision envelope or confidence drops below the floor.

TaskExecutes stations on a line.

Calendar Optimization Agent

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

WorkflowA32,971 / 24h92%7% ovr$0.22/task

ceiling A3 · escalates to Escalates to Chief of Staff, Corporate when the unit falls outside the decision envelope or confidence drops below the floor.

Briefing Pack Agent

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

WorkflowA33,409 / 24h89%5% ovr$0.43/task

ceiling A3 · escalates to Escalates to Chief of Staff, Corporate when the unit falls outside the decision envelope or confidence drops below the floor.

Travel Coordination Agent

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

WorkflowA32,702 / 24h99%3% ovr$0.41/task

ceiling A3 · escalates to Escalates to Chief of Staff, Corporate when the unit falls outside the decision envelope or confidence drops below the floor.

Correspondence Triage Agent

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

WorkflowA31,516 / 24h90%4% ovr$0.34/task

ceiling A3 · escalates to Escalates to Chief of Staff, Corporate when the unit falls outside the decision envelope or confidence drops below the floor.

Action Tracking Agent

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

WorkflowA31,650 / 24h90%3% ovr$0.22/task

ceiling A3 · escalates to Escalates to Chief of Staff, Corporate when the unit falls outside the decision envelope or confidence drops below the floor.

Stakeholder Map Agent

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

WorkflowA31,327 / 24h94%5% ovr$0.38/task

ceiling A3 · escalates to Escalates to Chief of Staff, Corporate when the unit falls outside the decision envelope or confidence drops below the floor.

PolicyAuthors and versions the binding rules.

Executive Support Policy Agent

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

PolicyA254 / 24h87%9% ovr$3.37/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.

Executive Support Challenger Agent

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

StrategyA2197 / 24h91%5% ovr$12/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 Coverage63
Evidence Quality76
Override Discipline81
Data Integrity76
Recovery Readiness63
Cost Transparency75
Judgment Readiness59

People

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

headcount on this work45.927.5 FTE

Redeployed into cross-function process redesign.

inference cost per unit$3.36

Lines running in this sub-function

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

19 clear2 evidenced1 held
AD4AMeeting to OutcomeTransactional · 7 stations

Request

14 q

Prioritize

22 q

Schedule

23 q

Assemble brief

1 live

Meet

1 live

Capture actions

1 live

Track to close

2 live

AD4BCorrespondence TriageTransactional · 6 stations

Receive

2 live

Classify

2 live

Route

1 live

Draft response

19 q

Approve

2 live

Send

2 live

AD4CExecutive TravelTransactional · 5 stations

Plan

2 live

Policy check

41 q

Book

2 live

Brief

24 q

Debrief

4 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.

AD4-POS-100

Executive Support Operating Position

Ratifiedv1

What operating shape carries twice the current executive request volume without adding headcount, and what breaks first if we are wrong?

Hold the ceiling at A3 for executive support. Scheduling and briefing prep are near-fully agentic. Judgment about who gets executive time is a relationship decision that stays human. 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 — Executive Support Challenger Agent

Executive Support 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 13 percent for two consecutive months
  • ·Cost per executive 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 $19k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$340k run rateKnown and priced. Cedes ground if comparators move faster.not selected
Raise the ceiling one level now$1580k 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$152k transitionLoses local context. Rework risk on the cases that are hardest to recover.selected
authored by Executive Support Orchestratorratifier Chief of Staff, Corporate3 stated assumptions
outcome partially held

Ratified 9 months ago. Measured since: cost per executive request fell 11 percent against a forecast of 26 percent.

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
AD4-POL-200

Executive Support Decision Envelope

Agents in this lane may act without a human when the executive 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 · APAC

envelopeExecutive Support Policy AgentChief of Staff, Corporatev4.1Active
AD4-POL-201

Executive Support 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 · EU · UK

evidenceExecutive Support Policy AgentChief of Staff, Corporatev4.1Active