LensReading which lens this session carries.

Function cockpit

Finance

Agents close the books. The CFO certifies them.

Autonomy0% / 86%

Phase: Phase 4 — Governed autonomy

Run the close-to-plan rhythm as a continuously reconciled system: matching, reconciliation, standard journals, cash application and reporting assembly are agent work; fiduciary judgment, disclosure and material payment authority remain human.

Trust score

0

Touchless

0%

Human review

0%

Override rate

0%

Capacity released

20-30% released finance capacity initially (pioneer outcomes reach higher)

Accountable human

Chief Financial Officer

CoS agent: Finance Chief of Staff

How a unit moves: the conductor, the five desks, the agents, and the people

Flow of work

How work actually moves through Finance

Work enters on the left. Finance Chief of Staff routes it to one of five desks. A named agent does the work. It leaves as cleared, as evidence posted, or as a hold for a person. Every packet you see below is weighted by the real distribution of 180 live units.

See it as a line map

Live units

180

Moving now

84

in flight at a station

Held for a person

27

54 past SLA

Agents on the floor

90

11 sub-functions

Control gates

46

rules a unit cannot pass

Interchanges

4

handoffs out of the function

Flow of work

Finance Chief of Staff and the desks reporting to it

Each packet is a unit of work. Desk weighting and the outcome mix are taken from the 180 units live in this function.

WORK ENTERS5 named triggers · 180 units liveFinance Chief of StaffConductor · arbitrates the queue, sets the route, owns the clock84 in flight · 27 held · 54 past SLAStrategyTakes a position16 agents · 23 stations482 in flight · 0 gatesPolicyWrites the envelope12 agents · 46 stations185 in flight · 46 gatesObserveWatches and warns16 agents · 0 stations0 in flight · 0 gatesWorkflowDoes the work31 agents · 51 stations1146 in flight · 0 gatesAI GBSProcesses at scale15 agents · 76 stations1660 in flight · 0 gatesTechnical PositionA2Tax ChallengerA2Record-to-Report & CloseA2Budget PolicyA2Policy InterpretationA2Close PolicyA2Data QualityA4Anomaly DetectionA4Investor Relations OrcheA2Earnings PackA2Debt CovenantA3Chart of AccountsA3Cash PositionA3Commentary DraftingA3AccrualA4+ 13 more on this desk+ 9 more on this desk+ 13 more on this desk+ 28 more on this desk+ 12 more on this deskCleared in envelopeAgent closed it. Sampled later.0 delivered this runCleared, evidence postedClosed with the proof filed.0 delivered this runHeld for a personAgent stopped. Clock running.0 delivered this runresults return to the conductor
Cleared in envelopeCleared, evidence postedHeld for a person0 units completed a full circuit this run

What starts the work

The triggers that put a unit on a line, ranked by live volume.

  • Runs transactional

    Runs transactional. Starts when a request lands in the queue.

    52
  • Runs transactional

    Runs transactional. Starts when an upstream system posts an event.

    46
  • Runs transactional

    Runs transactional. Starts when a threshold is crossed.

    34
  • Runs transactional

    Runs transactional. Starts when a scheduled window opens.

    32
  • Runs analytical

    Runs analytical. Starts when a drift signal breaches tolerance.

    4

The five desks

What Finance Chief of Staff is actually conducting

Each desk is a layer of the operating model, not a team. The conductor decides which desk owns a unit, then which agent on that desk picks it up.

Takes a position

Strategy

16 agents

Agents that take positions, argue them, and get held to the outcome.

Receives

A question the function has to answer with money or people behind it.

Emits

A written position with assumptions, alternatives priced, and break conditions.

tasks 24h

2,122

in flight

482

held

1

gates

0

confidence 7900%override 1000.0%
  • Technical Position AgentControllership & PolicyA2
  • Tax Challenger AgentTaxA2
  • Record-to-Report & Close Challenger AgentRecord-to-Report & CloseA2
  • FP&A & Planning Challenger AgentFP&A & PlanningA2
  • Investor Narrative AgentInvestor Relations SupportA2
  • Finance Systems Challenger AgentFinance SystemsA2

+ 10 more on this desk

Writes the envelope

Policy

12 agents

The written rules every other agent is bound by, with version and owner.

Receives

A position that has been accepted, plus every regulator and control change.

Emits

Versioned rules that bind every other desk, with an owner and an effective date.

tasks 24h

1,413

in flight

185

held

16

gates

46

confidence 7700%override 1000.0%
  • Budget Policy AgentBudgeting & ForecastingA2
  • Policy Interpretation AgentControllership & PolicyA2
  • Close Policy AgentRecord-to-Report & CloseA2
  • Systems Policy AgentFinance SystemsA2
  • Controls Policy AgentInternal Controls & Audit InterlockA2
  • Treasury Policy AgentTreasury & CashA2

+ 6 more on this desk

Watches and warns

Observe

16 agents

Continuous sensing of the outside world and of the agents themselves.

Receives

Outside signals and the behavior of the agents themselves.

Emits

Alerts, drift flags, and the evidence the conductor uses to reroute work.

tasks 24h

2,018

in flight

0

held

0

gates

0

confidence 7700%override 1100.0%
  • Data Quality AgentManagement ReportingA4
  • Anomaly Detection AgentManagement ReportingA4
  • Investor Relations OrchestratorInvestor Relations SupportA2
  • FP&A OrchestratorFP&A & PlanningA3
  • Close OrchestratorRecord-to-Report & CloseA3
  • Interface Monitoring AgentFinance SystemsA3

+ 10 more on this desk

Does the work

Workflow

31 agents

Doing the work: lines, stations, and live units moving through them.

Receives

Live units of work entering at the first station of a line.

Emits

Cleared work, posted evidence, and holds when a unit leaves the envelope.

tasks 24h

63,477

in flight

1146

held

0

gates

0

confidence 7600%override 500.0%
  • Earnings Pack AgentInvestor Relations SupportA2
  • Debt Covenant AgentTreasury & CashA3
  • Chart of Accounts AgentFinance SystemsA3
  • Scenario Modeling AgentFP&A & PlanningA3
  • Evidence Collection AgentInternal Controls & Audit InterlockA3
  • Question Bank AgentInvestor Relations SupportA2

+ 25 more on this desk

Processes at scale

AI GBS

15 agents

Repeatable transaction processing run once for the whole enterprise.

Receives

Repeatable transactions handed off from every function on the same spine.

Emits

Settled transactions, a cost per unit, and exceptions back to the owning desk.

tasks 24h

35,652

in flight

1660

held

10

gates

0

confidence 8200%override 500.0%
  • Cash Position AgentTreasury & CashA3
  • Commentary Drafting AgentFP&A & PlanningA3
  • Accrual AgentRecord-to-Report & CloseA4
  • Driver Model AgentFP&A & PlanningA3
  • Control Testing AgentInternal Controls & Audit InterlockA3
  • Journal Entry AgentRecord-to-Report & CloseA4

+ 9 more on this desk

Human lanes

Where the conductor stops and asks a person

The conductor does not decide everything. Materiality routes a unit to a named human role, and the clock keeps running while it waits.

Function Leader

Critical

Blast radius or value beyond what any agent in this function may commit.

waiting

1

oldest

107h 38m

Process Owner

High

A policy exception inside the function, or a gate the agent is not rated for.

waiting

2

oldest

28h 59m

Approver

Medium

Routine four-eyes on a commitment the agent has already prepared.

waiting

14

oldest

19h 33m

No person required

Low

Inside the envelope. Cleared by the agent and sampled after the fact.

waiting

62

oldest

18h 16m

Walk one unit

Follow the single piece of work with the most at stake

Diagrams argue. A unit proves. Step through the actual route this unit is taking, station by station, and read the evidence written at each action.

FI1A-1024human-holdhigh materialityline FI1A

Analysis at business partner review

Maeve Bianchi · raised by Elena Farouk · $1.2m at stake · touches 381 downstream things if it goes wrong.

Full unit record
Station 1 of 7

The route

Ingest actuals

cleared

Driver Model Agent handled this station and released the unit onward. Design dwell here is 8h 20m against an SLA of 9h 45m.

Owned by

Driver Model Agent

Layer

gbs

Dwell vs SLA

8h 20m / 9h 45m

Evidence trail recorded so far

5 entries. Written when an action is taken, not when a station is passed.

  1. -626mDriver Model Agent Cleared ingest actualsevidence: Spine control pack posted, three-way evidence attached
  2. -501mScenario Modeling Agent Cleared explain varianceevidence: Inputs, rule version and output hash written to the evidence log
  3. -376mVariance Explanation Agent Cleared refresh driversevidence: Inputs, rule version and output hash written to the evidence log
  4. -250mCommentary Drafting Agent Cleared draft commentaryevidence: Inputs, rule version and output hash written to the evidence log
  5. -125mVP Financial Planning & Analysis Holding at business partner reviewevidence: Inputs, rule version and output hash written to the evidence log

What this view is and is not

Every count, agent, station, gate and unit on this page is read from the live records for Finance. The moving packets in the diagram are a visual weighting of that same distribution, not a live message bus: they show where volume goes, not individual transactions in real time. The human lanes are the routing rule, not a staffing model. Chief Financial Officer remains accountable for this function whatever the conductor clears.