LensReading which lens this session carries.
Marketing/Field & Events

Sub-function

Field & Events

Owns event work end to end inside Marketing. Runs 3 lines across 18 stations, drains the repeatable share into the A2L tower, and holds 2 human gates.

orchestrator Events Orchestratorhuman owner Director, Field Marketing routes into a2l

Estate rating

A

75 / 100

autonomy 69%cap 80%

Targeting, logistics coordination and follow-up are automated. Spend commitments and vendor contracts go through the standard human approval path.

Agents

9

Lines

3

Units / wk

2,935

Timetable vs actual

20.1h → 21.3h

Cost / unit

$4.43

was $12

Run-rate saving

$1.2M

annualized at this volume

The 9 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.

Events Orchestrator

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

ObserveA341 / 24h93%8% ovr$2.06/task

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

AI GBSRuns the shared transaction spine.

Event Selection Agent

Runs the repeatable portion of field & events inside the shared transaction spine at spine cost and spine controls.

AI GBSA32,042 / 24h94%6% ovr$0.10/task

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

Booth Content Agent

Runs the repeatable portion of field & events inside the shared transaction spine at spine cost and spine controls.

AI GBSA32,190 / 24h92%7% ovr$0.14/task

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

Vendor Coordination Agent

Runs the repeatable portion of field & events inside the shared transaction spine at spine cost and spine controls.

AI GBSA33,979 / 24h96%8% ovr$0.34/task

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

TaskExecutes stations on a line.

Logistics Coordination Agent

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

WorkflowA32,431 / 24h91%9% ovr$0.45/task

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

Attendee Targeting Agent

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

WorkflowA32,530 / 24h90%3% ovr$0.36/task

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

Follow-up Sequencing Agent

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

WorkflowA32,232 / 24h89%3% ovr$0.21/task

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

Event Return Agent

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

WorkflowA33,424 / 24h93%6% ovr$0.20/task

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

ChallengerPaid to disagree before a human has to.

Field & Events Challenger Agent

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

StrategyA217 / 24h93%7% ovr$11/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 Coverage81
Evidence Quality78
Override Discipline88
Data Integrity71
Recovery Readiness64
Cost Transparency89
Judgment Readiness57

People

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

headcount on this work35.525.8 FTE

Redeployed into cross-function process redesign.

inference cost per unit$1.12

Lines running in this sub-function

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

16 clear5 evidenced0 held
MK8AEvent DeliveryTransactional · 8 stations

Select event

1 live

Budget approve

1 live

Contract

30 q

Target attendees

2 live

Build content

2 live

Run

1 live

Capture leads

1 live

Follow up

24 q

MK8BField ProgramTransactional · 6 stations

Plan

2 live

Invite

1 live

Confirm

43 q

Deliver

3 live

Debrief

2 live

Score return

1 live

MK8CEvent Portfolio ReviewAnalytical · 4 stations

Aggregate return

2 live

Rank

2 live

Draft recommendation

16 q

Leader review

1 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.

MK8-POS-100

Field & Events Operating Position

Draftv4

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

Hold the ceiling at A3 for field & events. Targeting, logistics coordination and follow-up are automated. Spend commitments and vendor contracts go through the standard human approval path. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

62%

The challenge — Field & Events Challenger Agent

Field & Events 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 7 percent for two consecutive months
  • ·Cost per event 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 $50k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$249k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$351k 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$262k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Events Orchestratorratifier Director, Field Marketing3 stated assumptions

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
MK8-POL-200

Field & Events Decision Envelope

Agents in this lane may act without a human when the event 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 6 agents · Global

envelopeEvents OrchestratorDirector, Field Marketingv4.2Active
MK8-POL-201

Field & Events 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 6 agents · Global · EU

evidenceEvents OrchestratorDirector, Field Marketingv2.1Active
MK8-POL-202

Field & Events 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, Field Marketing owns the response clock.

binds 6 agents · Global · EU

escalationEvents OrchestratorDirector, Field Marketingv5.7Active