LensReading which lens this session carries.
Information Technology/Change & Release

Sub-function

Change & Release

Owns change record work end to end inside Information Technology. Runs 3 lines across 19 stations, drains the repeatable share into the IT tower, and holds 3 human gates.

orchestrator Change Orchestratorhuman owner Director, Change Management routes into it

Estate rating

A

79 / 100

autonomy 87%cap 89%

Pre-approved standard changes flow through with no human at all. Risk scoring decides the path, and the change board sees only what genuinely needs judgment.

Agents

8

Lines

3

Units / wk

10,079

Timetable vs actual

5.6h → 5.8h

Cost / unit

$9.48

was $37

Run-rate saving

$14.6M

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.

Change Orchestrator

Owns the change & release lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

ObserveA3117 / 24h91%14% ovr$9.03/task

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

AI GBSRuns the shared transaction spine.

Change Intake Agent

Runs the repeatable portion of change & release inside the shared transaction spine at spine cost and spine controls.

AI GBSA43,265 / 24h90%8% ovr$0.40/task

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

Change Board Prep Agent

Runs the repeatable portion of change & release inside the shared transaction spine at spine cost and spine controls.

AI GBSA41,951 / 24h90%6% ovr$0.32/task

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

TaskExecutes stations on a line.

Risk Scoring Agent

Executes the change & release step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA4792 / 24h91%7% ovr$0.22/task

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

Implementation Verification Agent

Executes the change & release step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA43,266 / 24h95%7% ovr$0.33/task

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

ObserveWatches signals and watches the agents.

Conflict Detection Agent

Watches change & release continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.

ObserveA463 / 24h90%17% ovr$3.23/task

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

PolicyAuthors and versions the binding rules.

Change Policy Agent

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

PolicyA2155 / 24h95%5% ovr$9.03/task

ceiling A4 · 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.

Change & Release Challenger Agent

Adversarial reviewer for change & release. Argues the opposite case on every position and flags where the evidence does not carry the claim.

StrategyA278 / 24h87%5% ovr$3.71/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 Quality88
Override Discipline74
Data Integrity73
Recovery Readiness84
Cost Transparency87
Judgment Readiness58

People

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

headcount on this work74.836.1 FTE

Redeployed into control design and independent testing.

inference cost per unit$1.88

Lines running in this sub-function

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

17 clear3 evidenced3 held
IT10AStandard ChangeTransactional · 7 stations

Submit

1 live

Score risk

2 live

Conflict check

1 live

Auto-approve pre-approved

17 q

Implement

2 live

Verify

36 q

Close

1 live

IT10BNormal ChangeTransactional · 7 stations

Submit

2 live

Score risk

39 q

Assemble evidence

4 live

Change board approve

1 live

Implement

36 q

Verify

18 q

Close

25 q

IT10CEmergency ChangeTransactional · 5 stations

Declare

3 live

Implement

3 live

Verify

15 q

Retrospective approve

1 live

Post-mortem

2 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.

IT10-POS-100

Change & Release Operating Position

Supersededv2

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

Hold the ceiling at A4 for change & release. Pre-approved standard changes flow through with no human at all. Risk scoring decides the path, and the change board sees only what genuinely needs judgment. 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 — Change & Release Challenger Agent

Change & Release 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 8 percent for two consecutive months
  • ·Cost per change record 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$890k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$438k to build controlsOverride rate is 6 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$436k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Change Orchestratorratifier Director, Change 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
IT10-POL-200

Change & Release Decision Envelope

Agents in this lane may act without a human when the change record 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 4 agents · Global · EU

envelopeChange Policy AgentDirector, Change Managementv1.0Active
IT10-POL-201

Change & Release 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 4 agents · LATAM · US

evidenceChange Policy AgentDirector, Change Managementv2.1Active
IT10-POL-202

Change & Release Escalation Rule

Escalation is mandatory when confidence falls below the floor, when two options sit inside the confidence band, or when a break condition on a ratified position fires. Director, Change Management owns the response clock.

binds 4 agents · EU · UK · US

escalationChange Policy AgentDirector, Change Managementv5.4Active