learn-ai-marketing-with-phoebe / Leader session 6 of 6
Learn AI + Marketing with Phoebe · Leader track · Session 6 of 6

Strategy and the 24-month roadmap: where this is going

The leader-track finale. We look honestly at the agentic-marketing future - what marketing agents will and will not do in the next two years - then sequence a portfolio from foundation to adoption to transformation, and shape the CMO narrative that carries a board. This space moves fast, so the discipline is to build on foundations, not skip to the shiny end. Warm, honest, no code.

🟠 Leader track Leaders: CMO · growth leadership No code, ever 45 min
0-3 · Welcome 3-18 · The agentic future, honestly 18-33 · Sequencing the portfolio 33-45 · The CMO narrative
Part 0

Where the leader track lands

Across five sessions you built a picture: the AI-first marketing team (a1), a scored use-case and risk map (a2), the brand and disclosure guardrails (a3), the AI-ready team shape (a4), and the way you measure and make the case (a5). Tonight ties them together into a plan you can actually walk into a boardroom with - a sequence over 24 months and a narrative that funds it. The honest through-line: the teams that win are the ones that lay foundations before they chase agents.

Live - discussed in session Self-study - read after class Official sources covered
★ What you walk out with today A 24-month roadmap sketch across three phases (foundation, adoption, transformation), a realistic view of what marketing agents will and will not do in that window, and a CMO board-slide outline built on the business case you drafted in a5.
Part 1 · covers Harvard DCE agentic-marketing material

The agentic-marketing future, realistically 6 min live

2026 curricula now add agentic campaign systems - AI that plans and assembles campaigns across steps, not just drafts one asset. It is real and worth preparing for. It is also over-sold. The leader's job is to hold both truths: prepare for governed campaign assembly, and refuse autonomous unsupervised spend. This area moves fast, so treat any specific claim as something to re-verify.

Now literacy + quick wins 6 months copilots per channel 12 months full-funnel copilots 24 months governed agentic campaigns Each stage rests on the one before. Skip the foundation and you build on sand. Moves fast - treat the far-right stage as a direction to re-verify, not a fixed promise.
🔍 Click to zoom - the 24-month strip: literacy and quick wins now, governed agentic campaigns later
LiveWhat agents will and will not do in 24 months3 min▶

Draw the line clearly so your team is neither dismissive nor reckless. In a realistic two-year window, marketing agents mature as governed assistants that chain steps - not as autonomous marketers you hand a budget and walk away from.

AUTONOMY, LOW TO HIGH -> SIGN-OFF, LOW TO HIGH -> LOW AUTONOMY, GATED HIGH AUTONOMY, GATED LOW AUTONOMY, NO GATE HIGH AUTONOMY, NO GATE Research & testing Campaign assembly Autonomous ad spend The gate matters more than the autonomy - never let a model move budget with no human in the loop.
🔍 Click to zoom - keep the human on the money, every time
  • Yes, plausibly: governed content and campaign assembly - an agent that drafts a multi-asset campaign from a brief, proposes a plan across channels, and prepares it for human review and approval.
  • Yes, with guardrails: assisting research, segmentation, and variant testing inside limits you set, always with a human sign-off before anything ships.
  • No, not responsibly: autonomous unsupervised spend - letting an agent move budget, publish, or make claims with no human in the loop. That is where brand, legal, and financial risk compound fastest.
Real world

The autopilot that overspent. Teams that wired AI directly to live ad budgets "to move faster" have watched it optimize toward the wrong signal and burn spend before anyone noticed. The lesson is not "agents are bad" - it is that autonomy without a gate is how a fast tool becomes an expensive mistake. Keep the human on the money.

Questions to ask your team

  • Where would we genuinely trust an agent to assemble, but not to ship?
  • What must always require a human sign-off, no matter how good the agent gets?
  • Which recent "agentic" claim did we take at face value that we should re-verify?
Self-studyHow to stay current without chasing every headline2 min read▶

The agentic space generates more hype than substance week to week. As a leader you do not need to track every release - you need a habit: re-verify any capability claim against a real trial before it enters a plan, and separate what a vendor demos from what your governance can actually allow. The roadmap direction is stable; the exact timing is not. Plan for the direction, verify the specifics.

Part 2 · the order that keeps you out of trouble

Sequencing the portfolio 6 min live

A roadmap is a sequence, not a wish list. Three phases, in order, each earning the next. The single most common failure is skipping the foundation to get to the exciting parts - and that is exactly how brands end up with content sludge, a disclosure incident, or a tool nobody governs.

LiveFoundation, then adoption, then transformation3 min▶
Do not skip the foundation: the gate before each phase Rails known and literacy set? no yes Pilots proving outcomes? no yes Stay in Foundation Brand voice + tool rules Stay in Adoption Prove outcomes first Governed agentic work Human sign-off always A phase counts as done only when its gate is met - skipping ahead breeds sludge and incidents.
🔍 Click to zoom - foundation and adoption are gates, not a checklist to skip
PhaseWhat you buildDone when
FoundationBrand-voice guide, tool tiers, team literacy, disclosure + privacy policyEveryone knows the rails and which tool is safe for which data
AdoptionCopilots per channel - content, SEO, ads, email, social - each with a baselineOutcomes (not volume) move on measured pilots that scaled
TransformationGoverned agentic workflows that assemble across channels with human sign-offAgents assist end to end within guardrails you trust
Do not skip the foundation The brand-voice guide, tool tiers, literacy, and disclosure policy are unglamorous and non-negotiable. Skip them and adoption produces sludge, transformation produces incidents, and the board loses trust in the whole program. Foundation is what makes the later phases safe.

Questions to ask your team

  • Which foundation pieces do we actually have written down, versus assume?
  • Are we tempted to jump to agentic before adoption is even working?
  • What is our honest current phase - and what does "done" look like for it?
Self-studyMapping your a5 business cases onto the phases2 min read▶

Each business case you draft (a5) belongs to a phase. Foundation cases justify unglamorous investment - a brand-voice guide, tool approvals, training. Adoption cases are your per-channel copilots with baselines. Transformation cases come last and only after adoption proves out. Sequencing the portfolio is simply ordering your one-pagers so each phase funds and de-risks the next, rather than betting everything on the far end.

Part 3 · the story that carries a board

The CMO narrative 4 min live

A roadmap does not fund itself - a narrative does. Boards back a clear story with honest numbers and named risks, not a feature list. The structure is short on purpose: where we are, the bet, the brand guardrails, the milestones, and the ask. It rests directly on the a5 business case.

LiveThe five beats and the board-slide outline3 min▶
  • Where we are. Honest current state - what AI is already doing for marketing and what it is not. No hype.
  • The bet. The sequenced 24-month direction in one line: foundation, then adoption, then governed transformation.
  • The brand guardrails. The a3 rails - own the claim, disclose, protect data - stated as strengths, not caveats. This is how you protect the brand while moving fast.
  • The milestones. The phase gates with the honest outcome metrics from a5, each with a decision point.
  • The ask. Budget, headcount, or a decision - specific, and tied to the first milestone.
Board-slide outline (one slide) Top: "Where we are" in a sentence. Middle: the three-phase strip with one outcome metric per phase. Left rail: the three brand guardrails. Bottom: the ask, with the date of the first decision gate. If it does not fit on one slide, the story is not sharp enough yet.

Questions to ask your team

  • Can we state our current position honestly, including what AI is not yet doing for us?
  • Are the guardrails framed as strengths a board can trust, or buried as caveats?
  • Is the ask tied to a specific milestone and date, or vague?
Self-studyTying the narrative back to the a5 business case2 min read▶

Your a5 one-pager is the first milestone made concrete: a real problem, a real cost, an honest expected value, and named risks. The CMO narrative zooms out from that single case to the two-year arc, but the credibility comes from the same discipline - honest ranges, named risks, and outcomes over output. A board that trusts one well-argued milestone will fund the sequence behind it. That is how the leader track pays off.

Exercise

Sketch your roadmap and CMO slide ◐ 30-45 min total

Turn everything from the leader track into one roadmap sketch and one board-slide outline. Keep it honest and sequenced - foundation first - and build it on the a5 business case you already drafted.

Questions to ask your team

Source material

Official sources covered

Taught from public AI-marketing strategy curricula. The agentic material moves fast, so it is marked for re-verification before delivery. Certificates and paid tooling stay with the official programs. This session covers:

◐Harvard DCE - AI Marketing (agentic campaign systems)Part 1 · agentic future - re-verify, moves fast
✓Leader-track synthesis (a1-a5) - roadmap + CMO narrativeParts 2-3 · sequencing, the board story
✓FTC / ASA + GDPR / PDPA brand and privacy canonPart 3 · guardrails as narrative strengths
Check yourself

Three questions before you go 🎯 ◐ 90 seconds

1 · A leader wants to jump straight to governed agentic campaigns because a competitor announced one. What comes first?

The roadmap is a sequence, and each phase earns the next. Skipping the foundation is how brands get content sludge, disclosure incidents, and ungoverned tools. Foundation is what makes the later phases safe.

2 · What is a realistic scope for marketing agents in the next 24 months?

Hold both truths. Agents will mature as governed assistants that assemble campaigns for human review. Handing them unsupervised budget and publishing rights is where brand, legal, and financial risk compound. Keep the human on the money.

3 · What does a CMO narrative need to carry a board?

Boards back a clear story with honest numbers and named risks, not a feature list. The five beats rest on the a5 business case, and the guardrails are framed as strengths that protect the brand while you move.

Leader session 6 cheat sheet · pin this

Agentic - yesgoverned content + campaign assembly, prepared for human review and sign-off. Real in 24 months.
Agentic - noautonomous unsupervised spend. Keep a human on the money, always. That gate never goes away.
Moves fastre-verify any agentic capability claim against a real trial before it enters a plan or a board slide.
Three phasesfoundation → adoption → transformation, in order, each earning the next.
Foundation firstbrand-voice guide, tool tiers, literacy, disclosure policy. Skip it and you get sludge + trouble.
Portfolio = sequenceorder your a5 one-pagers so each phase funds and de-risks the next, not one big bet.
CMO narrativewhere we are · the bet · the guardrails · the milestones · the ask. One slide.
Guardrails = strengthown the claim, disclose, protect data - framed as trust the board can bank, not caveats.