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. They automate the sub-functions inside it, at different speeds, with different ceilings. Each one carries its own orchestrator, its own human owner, and its own honest limit.

Autonomy ceiling range

58%90%

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

The lowest ceiling in Finance by design. Every word said to the market is a securities-law statement, so agents draft and named executives own every syllable.

FP&A & Planning

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

A

estate rating

Owns analysis work end to end inside Finance. Runs 3 lines across 18 stations, drains the repeatable share into the P2P tower, and holds 4 human gates.

autonomy now 51%ceiling 76%

Variance explanation and commentary drafting are agentic and remove most of the analyst grind. Capital allocation is the defining executive judgment and is ratified, never delegated.

Units / wk

140

Agents

8

Lines

3

Cost / unit

$199

was $564

1 Orchestrator2 AI GBS3 Task1 Strategy1 Challenger p2p
5 clear1 evidenced2 held
8 live units
Budgeting & Forecasting

Budget Orchestrator · human owner Director, Budgeting

A

estate rating

Owns budget line work end to end inside Finance. Runs 3 lines across 18 stations, drains the repeatable share into the P2P tower, and holds 5 human gates.

autonomy now 72%ceiling 82%

Template issue, chasing, validation and consolidation are pure mechanics and run touchless. The budget itself is approved by executives and the board.

Units / wk

6,698

Agents

8

Lines

3

Cost / unit

$6.70

was $19

1 Orchestrator2 AI GBS3 Task1 Policy1 Challenger p2p
15 clear5 evidenced3 held
23 live units
Management Reporting

Management Reporting Orchestrator · human owner Director, Management Reporting

AA

estate rating

Owns report work end to end inside Finance. Runs 3 lines across 17 stations, drains the repeatable share into the P2P tower, and holds 3 human gates.

autonomy now 81%ceiling 90%

Reporting assembly and plain-language answers are the clearest agentic win in Finance. Only the published pack carries a controller signature.

Units / wk

9,301

Agents

8

Lines

3

Cost / unit

$12

was $31

1 Orchestrator2 AI GBS1 Task2 Observe1 Policy1 Challenger p2p
14 clear6 evidenced1 held
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. Runs 3 lines across 19 stations, drains the repeatable share into the R2R tower, and holds 5 human gates.

autonomy now 77%ceiling 88%

Journal posting and reconciliation are deterministic and audited. Segregation of duties is absolute — the agent may prepare or post but never both without a human reviewer.

Units / wk

13,406

Agents

9

Lines

3

Cost / unit

$11

was $41

1 Orchestrator2 AI GBS4 Task1 Policy1 Challenger r2r
6 clear7 evidenced3 held
16 live units
Controllership & Policy

Controllership Orchestrator · human owner Chief Accounting Officer

BBB

estate rating

Owns technical position work end to end inside Finance. Runs 3 lines across 19 stations, drains the repeatable share into no shared tower, and holds 4 human gates.

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
8 clear7 evidenced3 held
18 live units
Treasury & Cash

Treasury Orchestrator · human owner Corporate Treasurer

BBB

estate rating

Owns cash action work end to end inside Finance. Runs 3 lines across 17 stations, drains the repeatable share into the R2R tower, and holds 5 human gates.

autonomy now 73%ceiling 74%

Position sweeping, forecasting and covenant math are automated. Every movement of the company money and every hedge is executed under a treasurer signature.

Units / wk

16,324

Agents

9

Lines

3

Cost / unit

$12

was $32

1 Orchestrator2 AI GBS4 Task1 Policy1 Challenger r2r
6 clear5 evidenced4 held
15 live units
Tax

Tax Orchestrator · human owner VP Tax

BBB

estate rating

Owns tax filing work end to end inside Finance. Runs 3 lines across 19 stations, drains the repeatable share into the R2R tower, and holds 5 human gates.

autonomy now 60%ceiling 72%

Data assembly and computation are agentic. Every return filed with a tax authority carries a named human signature and personal liability.

Units / wk

13,337

Agents

8

Lines

3

Cost / unit

$15

was $36

1 Orchestrator1 AI GBS3 Task1 Policy1 Strategy1 Challenger r2r
13 clear5 evidenced1 held
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. Runs 3 lines across 18 stations, drains the repeatable share into the R2R tower, and holds 4 human gates.

autonomy now 77%ceiling 80%

Evidence collection and test execution are automated and continuous rather than sampled. Deficiency conclusions are signed by a human because the auditor will ask who concluded.

Units / wk

11,273

Agents

8

Lines

3

Cost / unit

$15

was $43

1 Orchestrator1 AI GBS2 Task2 Policy1 Observe1 Challenger r2r
13 clear7 evidenced3 held
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. Runs 3 lines across 17 stations, drains the repeatable share into no shared tower, and holds 5 human gates.

autonomy now 55%ceiling 58%

The lowest ceiling in Finance by design. Every word said to the market is a securities-law statement, so agents draft and named executives own every syllable.

Units / wk

9,743

Agents

8

Lines

3

Cost / unit

$18

was $39

1 Orchestrator4 Task1 Policy1 Strategy1 Challenger
10 clear2 evidenced3 held
15 live units
Cost & Profitability

Profitability Orchestrator · human owner Director, Profitability Analytics

A

estate rating

Owns analysis work end to end inside Finance. Runs 3 lines across 16 stations, drains the repeatable share into the P2P tower, and holds 3 human gates.

autonomy now 55%ceiling 84%

Allocation and margin modeling are mechanical and run at full granularity. Structural cost decisions carry employment consequences and are ratified.

Units / wk

75

Agents

8

Lines

3

Cost / unit

$446

was $1K

1 Orchestrator2 AI GBS3 Task1 Strategy1 Challenger p2p
4 clear0 evidenced1 held
5 live units
Finance Systems

Finance Systems Orchestrator · human owner Director, Finance Systems

BBB

estate rating

Owns change work end to end inside Finance. Runs 3 lines across 18 stations, drains the repeatable share into the R2R tower, and holds 3 human gates.

autonomy now 71%ceiling 81%

Monitoring and retry are automated. Master-data and access changes in the financial system are the classic fraud vector, so both need a named approver.

Units / wk

10,920

Agents

8

Lines

3

Cost / unit

$12

was $45

1 Orchestrator1 AI GBS1 Observe2 Task2 Policy1 Challenger r2r
11 clear3 evidenced3 held
17 live units

How to read an estate rating

The rating is not a maturity badge. It scores seven control dimensions — control coverage, evidence quality, override discipline, data integrity, recovery readiness, cost transparency, and judgment readiness. Judgment readiness runs deliberately against autonomy: a sub-function that has pushed automation hardest usually scores worst on whether a human could still take the decision back.

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