How To Write An AI Tool Recommendation Memo For Marketing Leadership

I have written AI tool recommendation briefs that leadership approved immediately, and ones that were rejected in the first five minutes. The rejected ones had one thing in common: they were missing a piece of information leadership needed to feel comfortable saying yes.

The brief is not a pitch. It is a decision document. Your job is to give the reader everything they need to make the call — including the reasons they might say no.

Here is the format that has worked for me.

The five-section AI tool recommendation memo

Section 1: The problem (2–3 sentences)

Name the specific workflow problem you are solving. Not "we want to be more efficient" — that is a goal, not a problem. A problem sounds like: "Campaign brief creation takes 4–6 hours per brief and requires two revision cycles on average before it is approved for production. We have 12 briefs to produce next quarter."

The problem should be concrete enough that leadership can verify it is real. If you have data, include it. If you have anecdote, be honest that it is anecdote.

Section 2: The workflow it changes (3–4 sentences)

Describe what the workflow looks like today, and what it would look like after the tool is implemented. Be specific about who does what, at what point, and what changes.

Do not describe a utopian future. Describe the specific change to the specific workflow. "The brief writer would input the campaign objective, target audience, and key message. The AI generates a first draft in under two minutes. The writer reviews and revises, which takes 30–45 minutes instead of 4–6 hours."

Section 3: Risk and mitigation (3–4 sentences)

This is the section that gets skipped most often, and the one that matters most to leadership.

Name the actual risks: data privacy (is customer data going through a third-party tool?), output quality (what happens when the AI produces something off-brand?), dependency (what is the team's fallback if the tool is unavailable?). For each risk, name the mitigation.

"Output quality risk: all AI-generated briefs go through the standard brief review process before production. The AI does not remove the review step — it changes when the first draft appears." That is a mitigation, not just a risk acknowledgment.

Section 4: Cost and build-or-buy rationale (2–3 sentences)

State the cost clearly: tool subscription or API cost per month, plus the internal time to set it up and maintain it. Include the alternative: what does the current workflow cost in person-hours per month?

If you are recommending a build, explain why building beats buying for this use case. If you are recommending a buy, explain why buying beats building. The AI Marketing Tools: Build vs. Buy vs. Just Prompt framework covers this logic.

Section 5: Success metric (1–2 sentences)

One number. How will you know this worked? "Brief production time reduced from 4–6 hours to under 1 hour, with revision cycles staying at or below current rate (2 per brief), measured over 8 weeks."

That is a success metric. "Team is more efficient" is not.

The memo template

AI Tool Recommendation: [Tool or Workflow Name]
Date: [Date]
Prepared by: [Your name]

PROBLEM
[2–3 sentences describing the specific workflow problem and its cost in time or quality.]

WORKFLOW CHANGE
[3–4 sentences describing current state and proposed future state, with specific roles and handoffs.]

RISK AND MITIGATION
Risk 1: [Name] — Mitigation: [Specific action]
Risk 2: [Name] — Mitigation: [Specific action]
Risk 3: [Name] — Mitigation: [Specific action]

COST AND RATIONALE
Tool cost: [$/month or build estimate]
Setup time: [hours]
Current workflow cost: [hours/month at current staffing]
Rationale: [Build or buy, and why]

SUCCESS METRIC
[One specific, measurable outcome with a measurement window.]

What happens when you skip a section

From my experience: missing the risk section means leadership fills in the risks themselves, usually with more alarming scenarios than the actual risks. You lose control of the narrative.

Missing the success metric means leadership cannot evaluate whether the investment paid off, which makes them reluctant to approve. They do not want to make a decision they cannot assess later.

Missing the workflow change description means leadership is approving a concept, not a plan. That leads to approval in the meeting and confusion about scope in implementation.

The evaluation of the tool happens before this memo. The AI Vendor Evaluation Scorecard is for that step. This memo is for after you have already decided which tool to recommend — it is how you get the decision to move.