Free mistakes guide · 5 pages
The 6 mistakes in 2027 AI adoption budgets for marketing, and how to fix each before the CFO sees the line
Get the free guide ↓Most marketing AI budgets fail in the same six ways: they buy seats instead of funding workflows, leave usage costs uncapped, skip enablement, have no data or governance line, run pilots with no owner or exit, and count hours saved as cash. Each one either wastes the money or gets the line cut in review. This guide gives the six mistakes, a ten-minute check for each and the fix, so a director of AI adoption or a CMO can repair the 2027 AI line before it is presented.
- The six mistakes, in the order a CFO finds them
- A ten-minute check for each one
- The fix, and the line in the budget that shows it
- Sourced 2026 context: AI spend and readiness
Written by the PlanConversion Strategy Team, from programs run for ABB, KNIME and Nakisa. For directors of AI adoption, CMOs and marketing operations leaders building the 2027 AI line.
What’s inside
Everything in the guide
Practical and specific: questions, checks and decisions you can use in your next meeting, not theory.
A ten-minute check for each one
The fix, and the line in the budget that shows it
Sourced 2026 context: AI spend and readiness
A worked AI line for a 30-person team
A pre-review checklist for the AI line
Free preview
The first two mistakes
- Mistake 1: budgeting seats, not workflows. The line is a licence count for the whole team, and nobody can say which jobs will change. Fix: list the repeated jobs AI will do or draft, each with an owner and the metric it moves, then buy seats for the people in those workflows.
- Mistake 2: usage costs with no cap. Agents, API calls and credits are billed on use, so the cost grows with adoption and lands in nobody’s budget. Fix: a usage line per production workflow, a monthly cap and a named owner who reads the bill.
The full guide
6 mistakes in 2027 AI adoption budgets for marketing
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Questions
About this guide
Who is this guide for?
Directors of AI adoption, CMOs and marketing operations leaders at mid-market and enterprise B2B companies who are building the 2027 AI line of the marketing budget.
Is there a PDF version?
Yes. When you open the guide here, we email you the PDF with a link back to the online version.
Where do I start if the budget review is next week?
Run the ten-minute self-check, then fix mistakes 1 and 5 first: name the workflows and give every pilot an owner, a success measure and an exit rule. Those are the questions a CFO asks first.
What else should I read?
The 2027 B2B marketing planning hub at planconversion.com/b2b-marketing-planning-2027 covers every planning step, including the AI line, with the free AI adoption budget calculator.
Part of the 2027 B2B marketing planning hub: every step from the revenue target to a board-approved plan, with the calculators and guides for each.
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