Sub-function
Portfolio & Intake
Owns request work end to end inside Engineering. Runs 3 lines across 16 stations, drains the repeatable share into the C2L tower, and holds 4 human gates.
Estate rating
BBB
72 / 100
Triage, estimation and dependency mapping are agentic. What the engineering organization spends its quarter on is a leadership commitment.
Agents
8
Lines
3
Units / wk
4,462
Timetable vs actual
10.3h → 10.4h
Cost / unit
$15
was $42
Run-rate saving
$6.3M
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.
Engineering Intake Orchestrator
Owns the portfolio & intake lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.
ceiling A3 · escalates to Escalates to VP Engineering Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Request Triage Agent
Runs the repeatable portion of portfolio & intake inside the shared transaction spine at spine cost and spine controls.
ceiling A3 · escalates to Escalates to VP Engineering Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Capacity Modeling Agent
Runs the repeatable portion of portfolio & intake inside the shared transaction spine at spine cost and spine controls.
ceiling A3 · escalates to Escalates to VP Engineering Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Effort Estimation Agent
Executes the portfolio & intake step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A3 · escalates to Escalates to VP Engineering Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Dependency Mapping Agent
Executes the portfolio & intake step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A3 · escalates to Escalates to VP Engineering Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Value Scoring Agent
Executes the portfolio & intake step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A3 · escalates to Escalates to VP Engineering Operations when the unit falls outside the decision envelope or confidence drops below the floor.
Portfolio Strategy Agent
Authors positions on portfolio & intake. Frames the question, models the options, and writes a recommendation a human can ratify or reject.
ceiling A3 · escalates to Escalates when two options sit inside the confidence band and the evidence cannot separate them.
Portfolio & Intake Challenger Agent
Adversarial reviewer for portfolio & intake. Argues the opposite case on every position and flags where the evidence does not carry the claim.
ceiling A3 · 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 control design and independent testing.
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.
Investment Position
Ratifiedv3Where should the autonomy ceiling for portfolio & intake sit over the next four quarters, and what evidence would justify moving it?
Hold the ceiling at A3 for portfolio & intake. Triage, estimation and dependency mapping are agentic. What the engineering organization spends its quarter on is a leadership commitment. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.
confidence
70%
The challenge — Portfolio & Intake Challenger Agent
Portfolio & Intake Challenger Agent argues the recommendation leans on 5 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 12 percent for two consecutive months
- ·Cost per request 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 $56k are sampled, not fully measured
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $346k run rate | Known and priced. Cedes ground if comparators move faster. | not selected |
| Raise the ceiling one level now | $1467k to build controls | Override rate is 12 percent; raising the ceiling before that settles imports the error into production. | rejected on evidence |
| Move the exception tail to the spine | $181k transition | Loses local context. Rework risk on the cases that are hardest to recover. | selected |
Ratified 9 months ago. Measured since: cost per request fell 17 percent against a forecast of 31 percent.
Portfolio & Intake Operating Position
Draftv1Should request work stay in the shared transaction spine, or come back inside the function where the context lives?
Keep the repeatable request 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
85%
The challenge — Portfolio & Intake Challenger Agent
Portfolio & Intake 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 request 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 considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $251k run rate | Known and priced. Cedes ground if comparators move faster. | live |
| Raise the ceiling one level now | $558k to build controls | Override rate is 13 percent; raising the ceiling before that settles imports the error into production. | rejected on evidence |
| Move the exception tail to the spine | $484k 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 |
|---|---|---|---|---|---|---|
| EN1-POL-200 | Portfolio & Intake Decision Envelope Agents in this lane may act without a human when the request 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 · APAC | envelope | Engineering Intake Orchestrator | VP Engineering Operations | v5.6 | Active |
| EN1-POL-201 | Portfolio & Intake 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 · EU | evidence | Engineering Intake Orchestrator | VP Engineering Operations | v1.0 | Active |
| EN1-POL-202 | Portfolio & Intake 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. VP Engineering Operations owns the response clock. binds 5 agents · EU · UK · US | escalation | Engineering Intake Orchestrator | VP Engineering Operations | v3.5 | Active |
| EN1-POL-203 | Portfolio & Intake Autonomy Ceiling The ceiling for this lane is 74 on the platform scale. Triage, estimation and dependency mapping are agentic. What the engineering organization spends its quarter on is a leadership commitment. The ceiling is a governance decision, not a technical limit, and only VP Engineering Operations can propose moving it. binds 5 agents · APAC | ceiling | Engineering Intake Orchestrator | VP Engineering Operations | v3.8 | Active |