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

Eleven decomposed sub-functions, each with its own estate rating

Sub-functions

Finance, decomposed

Nobody automates a function.

Autonomy ceiling range

58%→90%

The binding constraint here is Investor Relations Support — capped at 58%.

The lowest ceiling in Finance by design.

FP&A & Planning

FP&A Orchestrator · human owner VP Financial Planning & Analysis

A

estate rating

Owns analysis work end to end inside Finance.

autonomy now 51%ceiling 76%

Variance explanation and commentary drafting are agentic and remove most of the analyst grind.

Units / wk

140

Agents

8

Lines

3

Cost / unit

$199

was $564

1 Orchestrator2 AI GBS3 Task1 Strategy1 Challenger p2p
4 in time1 late3 late and material
8 live units
Budgeting & Forecasting

Budget Orchestrator · human owner Director, Budgeting

A

estate rating

Owns budget line work end to end inside Finance.

autonomy now 72%ceiling 82%

Template issue, chasing, validation and consolidation are pure mechanics and run touchless.

Units / wk

6,698

Agents

8

Lines

3

Cost / unit

$6.70

was $19

1 Orchestrator2 AI GBS3 Task1 Policy1 Challenger p2p
16 in time6 late1 late and material
23 live units
Management Reporting

Management Reporting Orchestrator · human owner Director, Management Reporting

AA

estate rating

Owns report work end to end inside Finance.

autonomy now 81%ceiling 90%

Reporting assembly and plain-language answers are the clearest agentic win in Finance.

Units / wk

9,301

Agents

8

Lines

3

Cost / unit

$12

was $31

1 Orchestrator2 AI GBS1 Task2 Observe1 Policy1 Challenger p2p
15 in time5 late1 late and material
21 live units
Record-to-Report & Close

Close Orchestrator · human owner Corporate Controller

A

estate rating

Owns close task work end to end inside Finance.

autonomy now 77%ceiling 88%

Journal posting and reconciliation are deterministic and audited.

Units / wk

13,406

Agents

9

Lines

3

Cost / unit

$11

was $41

1 Orchestrator2 AI GBS4 Task1 Policy1 Challenger r2r
14 in time1 late1 late and material
16 live units
Controllership & Policy

Controllership Orchestrator · human owner Chief Accounting Officer

BBB

estate rating

Owns technical position work end to end inside Finance.

autonomy now 51%ceiling 62%

Deliberately capped low. Agents research and draft technical positions, but accounting judgments are attested to by named officers and concurred by external auditors.

Units / wk

13,796

Agents

8

Lines

3

Cost / unit

$8.25

was $20

1 Orchestrator2 Policy1 Strategy1 Observe2 Task1 Challenger
12 in time4 late2 late and material
18 live units
Treasury & Cash

Treasury Orchestrator · human owner Corporate Treasurer

BBB

estate rating

Owns cash action work end to end inside Finance.

autonomy now 73%ceiling 74%

Position sweeping, forecasting and covenant math are automated.

Units / wk

16,324

Agents

9

Lines

3

Cost / unit

$12

was $32

1 Orchestrator2 AI GBS4 Task1 Policy1 Challenger r2r
10 in time4 late1 late and material
15 live units
Tax

Tax Orchestrator · human owner VP Tax

BBB

estate rating

Owns tax filing work end to end inside Finance.

autonomy now 60%ceiling 72%

Data assembly and computation are agentic.

Units / wk

13,337

Agents

8

Lines

3

Cost / unit

$15

was $36

1 Orchestrator1 AI GBS3 Task1 Policy1 Strategy1 Challenger r2r
12 in time7 late0 late and material
19 live units
Internal Controls & Audit Interlock

Controls Orchestrator · human owner Director, Internal Controls

A

estate rating

Owns control test work end to end inside Finance.

autonomy now 77%ceiling 80%

Evidence collection and test execution are automated and continuous rather than sampled.

Units / wk

11,273

Agents

8

Lines

3

Cost / unit

$15

was $43

1 Orchestrator1 AI GBS2 Task2 Policy1 Observe1 Challenger r2r
18 in time3 late2 late and material
23 live units
Investor Relations Support

Investor Relations Orchestrator · human owner VP Investor Relations

BBB

estate rating

Owns disclosure item work end to end inside Finance.

autonomy now 55%ceiling 58%

The lowest ceiling in Finance by design.

Units / wk

9,743

Agents

8

Lines

3

Cost / unit

$18

was $39

1 Orchestrator4 Task1 Policy1 Strategy1 Challenger
6 in time7 late2 late and material
15 live units
Cost & Profitability

Profitability Orchestrator · human owner Director, Profitability Analytics

A

estate rating

Owns analysis work end to end inside Finance.

autonomy now 55%ceiling 84%

Allocation and margin modeling are mechanical and run at full granularity.

Units / wk

75

Agents

8

Lines

3

Cost / unit

$446

was $1K

1 Orchestrator2 AI GBS3 Task1 Strategy1 Challenger p2p
2 in time2 late1 late and material
5 live units
Finance Systems

Finance Systems Orchestrator · human owner Director, Finance Systems

BBB

estate rating

Owns change work end to end inside Finance.

autonomy now 71%ceiling 81%

Monitoring and retry are automated.

Units / wk

10,920

Agents

8

Lines

3

Cost / unit

$12

was $45

1 Orchestrator1 AI GBS1 Observe2 Task2 Policy1 Challenger r2r
12 in time5 late0 late and material
17 live units

How to read an estate rating

The rating is not a maturity badge.

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