The AI Marketing Workforce.

Build Your Workforce

Start with the work. Not the org chart.

Before moving boxes on an org chart, define what marketing must deliver. Which capabilities matter most to the revenue plan? Which decisions need human judgment? Which tasks can agents support?

Then map the people you have to the work the business needs.

By Mark Tack, author of Marketing Rebuilt

01Three owners

Three kinds of ownership

  1. 01

    Executive sponsor

    A CEO or senior executive makes the commitment visible and backs the work through setbacks.

  2. 02

    Engine owner

    One accountable leader, usually the head of marketing, owns the engine end to end.

  3. 03

    Capability owners

    Named people own each capability and its agents. One person may own several. These are responsibilities, not mandatory new hires.

02Ownership map

Put a name next to every capability

For each capability, record who is accountable today and how fully it is owned. Several contributors do not equal one owner.

CapabilityWho's accountable todayOwned
Example: ScoreboardA named capability owner●●●●○
AI AgentsName the person○○○○○
ScoreboardName the person○○○○○
PositioningName the person○○○○○
BrandName the person○○○○○
Pipeline GenerationName the person○○○○○
Customer MarketingName the person○○○○○
Revenue AccelerationName the person○○○○○
Content MarketingName the person○○○○○
Product MarketingName the person○○○○○
Engine OperationsName the person○○○○○

For empty rows, reassign work, bring in a partner, or deliberately defer the capability. Do not pretend it is covered.

03Agent oversight

How many agents can one person run?

The number matters less than the rules.

Within rules

Low-risk agents can work within approved boundaries with periodic review.

Review

Customer-facing work or consequential analysis may require sign-off.

Approve every time

Spending, price changes, and company commitments require explicit approval.

Every owner should know each agent's trigger, permitted data, independent actions, escalation rule, and shutdown path.

Before a workflow runs, its owner should be able to answer the six questions from Chapter 14:

  1. 01

    Problem

    What problem is this solving?

  2. 02

    Signal

    What signal makes it fire?

  3. 03

    Data

    What data can it see?

  4. 04

    Authority

    What can it do without asking?

  5. 05

    Handoff

    When does it stop and hand the call to a human?

  6. 06

    Shutdown

    Who can shut it off today without calling a meeting about it?

04People development

Build the human bench

  1. 01

    Redraw roles

    Redraw roles around what stays human.

  2. 02

    Give them something to lead

    Give someone a capability or agent portfolio to lead.

  3. 03

    Protect the time

    Remove enough production work to create time to learn.

  4. 04

    Change the measures

    Measure outcomes and judgment, not just volume.

  5. 05

    Bring in experience

    Bring in outside experience where needed while building the internal skills that sustain the workforce.

05Cadence

The right structure will change

Monthly

Review ownership.

Quarterly

Revisit the full organization. Ask whether owners are stretched, priorities moved, or a capability has become unowned.

The organization that fit last year's strategy may not fit this one.

06FAQ

Agentic marketing questions

What is agentic marketing?
Agentic marketing is marketing where AI agents take action inside rules set by people. Agents handle defined execution work. People set direction, approve consequential steps, and stay accountable for outcomes.
Who owns AI agents in marketing?
A named person owns each capability and its agents. An executive sponsor backs the work, one leader owns the engine end to end, and capability owners answer for their agents' rules, handoffs, and results.
How do you use an AI agent for marketing?
Start with one recurring problem tied to a business outcome. Name the human owner, define the trigger, the data the agent may see, what it can do without approval, and when it must hand off. Prove one workflow before adding more.

Find the most expensive empty row

You do not need to fix every gap at once. Start with the unowned capability that matters most to your revenue plan, name a human owner, and prove one useful partnership.