LensReading which lens this session carries.
Information Technology/IT Financial Management

Sub-function

IT Financial Management

Owns cost line work end to end inside Information Technology. Runs 3 lines across 14 stations, drains the repeatable share into the IT tower, and holds 3 human gates.

orchestrator IT Finance Orchestratorhuman owner Director, IT Financial Management routes into it

Estate rating

A

80 / 100

autonomy 66%cap 88%

Cost attribution and showback are mechanical allocation work that agents do at full granularity. Sourcing model changes are ratified because they reshape the organization.

Agents

8

Lines

3

Units / wk

70

Timetable vs actual

5.9d → 7.0d

Cost / unit

$754

was $2K

Run-rate saving

$4.9M

annualized at this volume

The 8 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.

IT Finance Orchestrator

Owns the it financial management lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

ObserveA3103 / 24h91%7% ovr$12/task

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

AI GBSRuns the shared transaction spine.

Cost Attribution Agent

Runs the repeatable portion of it financial management inside the shared transaction spine at spine cost and spine controls.

AI GBSA41,311 / 24h93%6% ovr$0.45/task

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

Vendor Spend Agent

Runs the repeatable portion of it financial management inside the shared transaction spine at spine cost and spine controls.

AI GBSA4345 / 24h91%3% ovr$0.15/task

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

TaskExecutes stations on a line.

Showback Agent

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

WorkflowA41,750 / 24h91%1% ovr$0.47/task

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

Budget Tracking Agent

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

WorkflowA42,279 / 24h94%4% ovr$0.48/task

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

Unit Cost Agent

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

WorkflowA4955 / 24h92%6% ovr$0.49/task

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

StrategyForms and defends a position.

Sourcing Model Agent

Authors positions on it financial management. Frames the question, models the options, and writes a recommendation a human can ratify or reject.

StrategyA267 / 24h91%10% ovr$12/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.

IT Financial Management Challenger Agent

Adversarial reviewer for it financial management. Argues the opposite case on every position and flags where the evidence does not carry the claim.

StrategyA265 / 24h87%16% ovr$9.31/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 Coverage88
Evidence Quality86
Override Discipline91
Data Integrity86
Recovery Readiness87
Cost Transparency73
Judgment Readiness46

People

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

headcount on this work4.72.6 FTE

Roles held flat; released hours absorbed volume growth rather than headcount reduction.

inference cost per unit$223

Lines running in this sub-function

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

5 clear1 evidenced2 held
IT11AMonthly ShowbackAnalytical · 5 stations

Attribute cost

36 q

Allocate to business

1 live

Draft readout

29 q

Owner review

1 live

Publish

2 live

IT11BUnit Cost ReadAnalytical · 4 stations

Model cost per service

34 q

Benchmark

1 live

Draft finding

1 live

CIO review

2 q

IT11CSourcing Model PositionJudgment · 5 stations

Frame

44 q

Model options

1 live

Draft position

1 live

Challenge

27 q

CIO ratify

7 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.

IT11-POS-100

Sourcing Model Position

In challengev4

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

Hold the ceiling at A4 for it financial management. Cost attribution and showback are mechanical allocation work that agents do at full granularity. Sourcing model changes are ratified because they reshape the organization. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

77%

The challenge — IT Financial Management Challenger Agent

IT Financial Management Challenger Agent argues the recommendation leans on 4 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 15 percent for two consecutive months
  • ·Cost per cost line stops falling while volume keeps rising
  • ·A control failure in this lane reaches a customer or a regulator

Evidence gaps

  • ·No independent test of the control evidence behind the touchless rate
Alternative consideredCostRiskVerdict
Hold the current position$78k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$1761k to build controlsOverride rate is 11 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$1153k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Sourcing Model Agentratifier Director, IT Financial Management3 stated assumptions
IT11-POS-101

IT Financial Management Operating Position

Rejectedv2

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

Keep the repeatable cost line 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

70%

The challenge — IT Financial Management Challenger Agent

IT Financial Management Challenger Agent argues the recommendation leans on 4 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 6 percent for two consecutive months
  • ·Cost per cost line stops falling while volume keeps rising
  • ·A comparator publishes a materially lower unit cost on a like-for-like basis

Evidence gaps

  • ·No independent test of the control evidence behind the touchless rate
Alternative consideredCostRiskVerdict
Hold the current position$252k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$924k to build controlsOverride rate is 8 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$874k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Sourcing Model Agentratifier Director, IT Financial Management3 stated assumptions

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
IT11-POL-200

IT Financial Management Decision Envelope

Agents in this lane may act without a human when the cost line 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 5 agents · LATAM · US

envelopeIT Finance OrchestratorDirector, IT Financial Managementv3.6Superseded
IT11-POL-201

IT Financial Management 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 5 agents · APAC

evidenceIT Finance OrchestratorDirector, IT Financial Managementv1.5under review