Sub-function
Infrastructure & Cloud
Owns infrastructure change work end to end inside Information Technology. Runs 3 lines across 16 stations, drains the repeatable share into the IT tower, and holds 3 human gates.
Estate rating
A
77 / 100
Scaling, waste detection and restore verification are automated inside a spend envelope. Anything outside the envelope escalates before it costs money.
Agents
8
Lines
3
Units / wk
4,830
Timetable vs actual
19.4h → 17.5h
Cost / unit
$8.01
was $26
Run-rate saving
$4.5M
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.
Infrastructure Orchestrator
Owns the infrastructure & cloud lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.
ceiling A4 · escalates to Escalates to Director, Cloud Infrastructure when the unit falls outside the decision envelope or confidence drops below the floor.
Capacity Agent
Runs the repeatable portion of infrastructure & cloud inside the shared transaction spine at spine cost and spine controls.
ceiling A4 · escalates to Escalates to Director, Cloud Infrastructure when the unit falls outside the decision envelope or confidence drops below the floor.
Backup Verification Agent
Runs the repeatable portion of infrastructure & cloud inside the shared transaction spine at spine cost and spine controls.
ceiling A4 · escalates to Escalates to Director, Cloud Infrastructure when the unit falls outside the decision envelope or confidence drops below the floor.
Cost Optimization Agent
Executes the infrastructure & cloud step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Director, Cloud Infrastructure when the unit falls outside the decision envelope or confidence drops below the floor.
Configuration Drift Agent
Executes the infrastructure & cloud step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Director, Cloud Infrastructure when the unit falls outside the decision envelope or confidence drops below the floor.
Resilience Testing Agent
Executes the infrastructure & cloud step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Director, Cloud Infrastructure when the unit falls outside the decision envelope or confidence drops below the floor.
Infrastructure Policy Agent
Holds the rules that bind every other agent in infrastructure & cloud. Versions them, tests them against live decisions, and blocks work that breaches them.
ceiling A4 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.
Infrastructure & Cloud Challenger Agent
Adversarial reviewer for infrastructure & cloud. Argues the opposite case on every position and flags where the evidence does not carry the claim.
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.
People
What the humans stopped doing, and what they do now.
Redeployed into scenario work and strategy authoring review.
Lines running in this sub-function
Each line is a workflow. Click a line to walk it station by station.
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.
Infrastructure & Cloud Operating Position
Supersededv4Should infrastructure change work stay in the shared transaction spine, or come back inside the function where the context lives?
Hold the ceiling at A4 for infrastructure & cloud. Scaling, waste detection and restore verification are automated inside a spend envelope. Anything outside the envelope escalates before it costs money. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.
confidence
74%
The challenge — Infrastructure & Cloud Challenger Agent
Infrastructure & Cloud 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 7 percent for two consecutive months
- ·Cost per infrastructure change stops falling while volume keeps rising
- ·A control failure in this lane reaches a customer or a regulator
Evidence gaps
- ·No external comparator on a like-for-like unit definition
- ·Exception cases under $16k are sampled, not fully measured
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $726k run rate | Known and priced. Cedes ground if comparators move faster. | live |
| Raise the ceiling one level now | $406k to build controls | Override 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 | $397k transition | Loses local context. Rework risk on the cases that are hardest to recover. | under review |
Policy register
The rules the agents above are bound by. Version, owner, approver, and the agents each rule constrains.
| Ref | Rule | Scope | Owner agent | Approved by | Version | Status |
|---|---|---|---|---|---|---|
| IT4-POL-200 | Infrastructure & Cloud Decision Envelope Agents in this lane may act without a human when the infrastructure change 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 · EU · UK | envelope | Infrastructure Policy Agent | Director, Cloud Infrastructure | v3.9 | Active |
| IT4-POL-201 | Infrastructure & Cloud 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 · Global | evidence | Infrastructure Policy Agent | Director, Cloud Infrastructure | v1.9 | Active |