LensReading which lens this session carries.
Supply Chain/Supplier Collaboration

Sub-function

Supplier Collaboration

Owns commit work end to end inside Supply Chain. Runs 3 lines across 14 stations, drains the repeatable share into the M2D tower, and holds 3 human gates.

orchestrator Supplier Collaboration Orchestratorhuman owner Director, Supplier Collaboration routes into m2d

Estate rating

A

76 / 100

autonomy 79%cap 85%

Forecast publication and commit collection are pure data exchange and run touchless. Renegotiating a commit is a supplier relationship act.

Agents

8

Lines

3

Units / wk

14,439

Timetable vs actual

7.1h → 7.2h

Cost / unit

$4.77

was $19

Run-rate saving

$10.8M

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.

Supplier Collaboration Orchestrator

Owns the supplier collaboration lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

ObserveA36 / 24h86%8% ovr$13/task

ceiling A3 · escalates to Escalates to Director, Supplier Collaboration when the unit falls outside the decision envelope or confidence drops below the floor.

AI GBSRuns the shared transaction spine.

Forecast Sharing Agent

Runs the repeatable portion of supplier collaboration inside the shared transaction spine at spine cost and spine controls.

AI GBSA3769 / 24h96%2% ovr$0.18/task

ceiling A3 · escalates to Escalates to Director, Supplier Collaboration when the unit falls outside the decision envelope or confidence drops below the floor.

TaskExecutes stations on a line.

Commit Confirmation Agent

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

WorkflowA3936 / 24h94%2% ovr$0.60/task

ceiling A3 · escalates to Escalates to Director, Supplier Collaboration when the unit falls outside the decision envelope or confidence drops below the floor.

Capacity Visibility Agent

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

WorkflowA33,066 / 24h92%8% ovr$0.34/task

ceiling A3 · escalates to Escalates to Director, Supplier Collaboration when the unit falls outside the decision envelope or confidence drops below the floor.

Collaborative Planning Agent

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

WorkflowA31,725 / 24h91%7% ovr$0.04/task

ceiling A3 · escalates to Escalates to Director, Supplier Collaboration when the unit falls outside the decision envelope or confidence drops below the floor.

Portal Support Agent

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

WorkflowA34,162 / 24h94%3% ovr$0.41/task

ceiling A3 · escalates to Escalates to Director, Supplier Collaboration when the unit falls outside the decision envelope or confidence drops below the floor.

ObserveWatches signals and watches the agents.

Quality Signal Agent

Watches supplier collaboration continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.

ObserveA3115 / 24h94%17% ovr$2.61/task

ceiling A3 · escalates to Escalates to Director, Supplier Collaboration when the unit falls outside the decision envelope or confidence drops below the floor.

ChallengerPaid to disagree before a human has to.

Supplier Collaboration Challenger Agent

Adversarial reviewer for supplier collaboration. Argues the opposite case on every position and flags where the evidence does not carry the claim.

StrategyA2173 / 24h95%4% ovr$6.06/task

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.

Control Coverage73
Evidence Quality72
Override Discipline81
Data Integrity85
Recovery Readiness79
Cost Transparency76
Judgment Readiness65

People

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

headcount on this work102.951.0 FTE

Redeployed into control design and independent testing.

inference cost per unit$0.62

Lines running in this sub-function

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

14 clear5 evidenced2 held
SC8AForecast CollaborationTransactional · 5 stations

Publish forecast

1 live

Collect commit

2 live

Detect gap

1 live

Negotiate

5 q

Confirm

44 q

SC8BSupply AlertTransactional · 5 stations

Detect supplier signal

1 live

Assess impact

2 live

Model mitigation

8 q

Notify planner

4 live

Execute

1 live

SC8CJoint Planning SessionTransactional · 4 stations

Assemble pack

4 live

Conduct

3 live

Log actions

2 live

Track closure

34 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.

SC8-POS-100

Supplier Collaboration Operating Position

Ratifiedv3

Is the current cost per commit defensible against external comparators once inference spend is counted in full?

Hold the ceiling at A3 for supplier collaboration. Forecast publication and commit collection are pure data exchange and run touchless. Renegotiating a commit is a supplier relationship act. 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 — Supplier Collaboration Challenger Agent

Supplier Collaboration Challenger Agent argues the recommendation leans on 3 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 commit 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 $40k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$224k run rateKnown and priced. Cedes ground if comparators move faster.not selected
Raise the ceiling one level now$1685k to build controlsOverride rate is 5 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$636k transitionLoses local context. Rework risk on the cases that are hardest to recover.selected
authored by Supplier Collaboration Orchestratorratifier Director, Supplier Collaboration3 stated assumptions
outcome held

Ratified 2 months ago. Measured since: cost per commit fell 26 percent against a forecast of 24 percent.

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
SC8-POL-200

Supplier Collaboration Decision Envelope

Agents in this lane may act without a human when the commit 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

envelopeSupplier Collaboration OrchestratorDirector, Supplier Collaborationv4.5Active
SC8-POL-201

Supplier Collaboration 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 · LATAM · US

evidenceSupplier Collaboration OrchestratorDirector, Supplier Collaborationv3.4under review
SC8-POL-202

Supplier Collaboration 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, Supplier Collaboration owns the response clock.

binds 5 agents · Global

escalationSupplier Collaboration OrchestratorDirector, Supplier Collaborationv2.0Active