LensReading which lens this session carries.

Function cockpit

Marketing

The content and campaign supply chain runs itself inside a brand frame.

Autonomy0% / 84%

Phase: Phase 3 — Functional orchestration

Operate campaign and content supply chains within approved objectives, budgets, audiences and brand constraints, with consent and claims enforced before anything reaches a market.

Trust score

0

Touchless

0%

Human review

0%

Override rate

0%

Capacity released

20-40% production capacity; 30-50% faster campaign operations (design aspiration)

Accountable human

Chief Marketing Officer

CoS agent: Marketing Chief of Staff

Strategy, policy, observe, workflow, and AI GBS side by side

Five layers

What Marketing actually runs

A function is not one thing. It sets direction, writes the rules it is bound by, watches the world and itself, does the work on lines, and pushes repeatable transactions into a shared spine. Agents work in all five — not just the last two.

Strategy

17 agents

Agents that take positions, argue them, and get held to the outcome.

14 positions on the record

4 ratified, 1 in challenge

Policy

9 agents

The written rules every other agent is bound by, with version and owner.

31 binding rules

26 active, 5 superseded or retired

Observe

21 agents

Continuous sensing of the outside world and of the agents themselves.

21 watchers running

They watch the outside world and the agents themselves

Workflow

32 agents

Doing the work: lines, stations, and live units moving through them.

33 lines, 166 live units

16 held for a person right now

AI GBS

19 agents

Repeatable transaction processing run once for the whole enterprise.

3 shared towers

43 stations on this function run inside AI GBS

Strategy layer — positions on the record

Every position names its author, the agent paid to argue against it, and the conditions that would break it.

Positioning Refresh

Ratified

Hold the ceiling at A2 for brand & positioning. Agents author the positioning with evidence and dissent attached. What the company says about itself is ratified by a named executive. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

author Positioning Strategy Agentchallenged by Brand & Positioning Challenger Agentratifier VP Brandconfidence 86%outcome did not hold

Brand & Positioning Operating Position

In challenge

Keep the repeatable brand asset 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.

author Positioning Strategy Agentchallenged by Brand & Positioning Challenger Agentratifier VP Brandconfidence 69%

Market & Competitive Intelligence Operating Position

Rejected

Hold the ceiling at A4 for market & competitive intelligence. Monitoring and synthesis are continuous and touchless. Anything that becomes an external claim about a competitor is reviewed by a human first. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

author Competitive Doctrine Agentchallenged by Market & Competitive Intelligence Challenger Agentratifier Director, Market Intelligenceconfidence 72%

Demand Generation Operating Position

Draft

Hold the ceiling at A4 for demand generation. Bidding, allocation and creative rotation run inside a spend envelope with no human in the loop. Launch and envelope changes are approved once, then the agent runs. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

author Demand Gen Orchestratorchallenged by Demand Generation Challenger Agentratifier VP Demand Generationconfidence 72%

Content Studio Operating Position

Superseded

Hold the ceiling at A3 for content studio. Drafting, localization and optimization are agentic at volume. Nothing publishes under the company name without a named human clicking publish. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

author Content Orchestratorchallenged by Content Studio Challenger Agentratifier Director, Contentconfidence 62%

Campaign Orchestration Operating Position

Rejected

Hold the ceiling at A4 for campaign orchestration. Orchestration and suppression are fully automated with a hard consent gate the agent cannot override. A bad send reaches thousands of people, so the halt is instant and the notification is human. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

author Campaign Orchestratorchallenged by Campaign Orchestration Challenger Agentratifier Director, Campaign Operationsconfidence 66%
14 positions across 11 sub-functions. Open a sub-function to see dissent, alternatives considered, and break conditions.

Policy layer — what binds the agents

Versioned rules with an owning agent, a human approver, and the agents they constrain.

Brand & Positioning Decision Envelope

vv2.8

Agents in this lane may act without a human when the brand asset 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.

owner Brand Policy Agentapproved by VP BrandGlobalbinds 3 agents

Brand & Positioning Evidence Standard

vv5.3

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.

owner Brand Policy Agentapproved by VP BrandUS · Canadabinds 3 agents

Market & Competitive Intelligence Decision Envelope

vv5.4

Agents in this lane may act without a human when the intelligence brief 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.

owner Market Intelligence Orchestratorapproved by Director, Market IntelligenceUS · Canadabinds 3 agents

Market & Competitive Intelligence Evidence Standard

vv1.7

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.

owner Market Intelligence Orchestratorapproved by Director, Market IntelligenceGlobal · EUbinds 3 agents

Market & Competitive Intelligence Escalation Rule

vv4.0

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, Market Intelligence owns the response clock.

owner Market Intelligence Orchestratorapproved by Director, Market IntelligenceEU · UKbinds 3 agents

Demand Generation Decision Envelope

vv5.1

Agents in this lane may act without a human when the campaign 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.

owner Demand Gen Orchestratorapproved by VP Demand GenerationAPACbinds 6 agents
31 rules in the register. An agent cannot act outside the version in force.

Workflow layer — the lines doing the work

Each line is a workflow. Each station is a stage. Each unit is a live piece of work.

114 clear36 evidenced16 held
LineSub-functionKindUnits / wkTouchlessTimetableActualStations
MK1A

Positioning Refresh

Brand & Positioningjudgment133%141.3h182.3h8
MK1B

Brand Compliance Sweep

Brand & Positioningtransactional7,55858%5.2h5.7h5
MK1C

Brand Health Read

Brand & Positioninganalytical3444%131.6h172.0h4
MK2A

Competitive Move Response

Market & Competitive Intelligencetransactional2,84284%22.2h25.9h5
MK2B

Quarterly Market Read

Market & Competitive Intelligenceanalytical7868%162.7h144.7h6
MK2C

Analyst Engagement

Market & Competitive Intelligencetransactional2,34687%19.4h14.4h5
MK3A

Campaign Launch

Demand Generationtransactional3,80585%18.0h20.8h8
MK3B

Always-on Optimization

Demand Generationtransactional3,83792%24.9h27.8h4
MK3C

Lead Handoff

Demand Generationtransactional1,65185%9.2h7.5h5
MK4A

Content Production

Content Studiotransactional2,19773%7.2h8.1h7
MK4B

Localization Run

Content Studiotransactional63571%3.8h3.6h5
MK4C

Content Refresh

Content Studiotransactional4,28480%22.0h25.7h5
MK5A

Integrated Campaign Run

Campaign Orchestrationtransactional3,70188%19.7h15.5h8
MK5B

Nurture Program

Campaign Orchestrationtransactional7,97984%13.8h11.0h5
MK5C

Send Incident Response

Campaign Orchestrationtransactional6,67090%4.8h4.7h6
MK6A

Web Change Release

Digital & Webtransactional3,85278%16.5h13.7h8
MK6B

Conversion Experiment

Digital & Webanalytical3468%85.2h67.2h6
MK6C

Site Health Watch

Digital & Webtransactional2,59780%15.3h13.1h5
MK7A

Product Launch

Product Marketingtransactional2,48467%0.8h0.9h8
MK7B

Portfolio Investment Position

Product Marketingjudgment437%723.9h838.6h6
MK7C

Adoption Diagnostic

Product Marketinganalytical1446%153.8h129.7h5
MK8A

Event Delivery

Field & Eventstransactional1,56277%24.9h28.2h8
MK8B

Field Program

Field & Eventstransactional1,34778%11.1h9.2h6
MK8C

Event Portfolio Review

Field & Eventsanalytical2661%196.2h232.2h4
MK9A

Case Study Production

Customer Advocacytransactional3,41769%9.7h11.2h7
MK9B

Reference Request

Customer Advocacytransactional6,55869%25.9h21.7h5
MK9C

Review Program

Customer Advocacytransactional2,33370%21.6h24.8h4
MK10A

Data Quality Remediation

Marketing Ops & MarTechtransactional3,05775%8.9h8.6h5
MK10B

Stack Change

Marketing Ops & MarTechtransactional5,50476%9.2h7.5h6
MK10C

Consent Register Audit

Marketing Ops & MarTechtransactional4,45285%7.0h6.2h5
MK11A

Monthly Performance Read

Attribution & Analyticsanalytical7158%39.7h42.1h6
MK11B

Incrementality Test

Attribution & Analyticsanalytical2869%77.9h92.1h5
MK11C

Mix Reallocation Position

Attribution & Analyticsjudgment549%512.7h430.2h5

Observe layer — the watchers

Sensing agents and the agents that supervise other agents.

Brand Orchestrator

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

A291%

Brand Consistency Monitor

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

A297%

Brand Health Agent

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

A287%

Brand & Positioning Challenger Agent

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

A288%

Market Intelligence Orchestrator

Owns the market & competitive intelligence lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

A395%

Competitor Monitoring Agent

Watches market & competitive intelligence continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.

A495%

Win/Loss Mining Agent

Watches market & competitive intelligence continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.

A492%

Pricing Watch Agent

Watches market & competitive intelligence continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.

A497%

AI GBS layer — the shared spine

Repeatable transaction processing does not belong to this function. It runs once for the enterprise.

a2l57,190 units / wk routed

Demand Generation · Content Studio · Campaign Orchestration · Digital & Web · Field & Events · Marketing Ops & MarTech

c2l2,502 units / wk routed

Product Marketing

data-analytics104 units / wk routed

Attribution & Analytics

Stations running inside AI GBS

43 of 190 stations(23% of the function's stations)

Read this page as the honest answer to “what would an 80% agentic Marketing look like?” The strategy and policy layers are where the argument happens. The workflow and AI GBS layers are where the volume goes. The observe layer is the only reason the other four can be trusted.

Sub-function breakdown