Paid media at AI speed — without the CAC tax.

Marketing teams of five or fewer.

Teams without an agency budget. Teams where the head of marketing is also running paid, reviewing copy and resizing the Figma frames. You don't need another doer — you need someone to challenge the thinking and transfer the playbook. That's the role I play.

While your team A/B-tested two headlines, the competitor tested two thousand.

The platforms already handed you AI. Meta, Google, TikTok — they're running generative creative on the inside. The bottleneck isn't the technology. It's that your team was never taught to think in AI-native creative loops. Most small paid teams are still briefing like it's 2018 — because nobody senior has sat down and rewired how they approach it.

6 vs 600 — Your team ships six variants per campaign. AI-native teams ship six hundred and kill five hundred ninety-four without blinking — because they learned a new mental model, not a new tool.

The brief is the bottleneck — Your brief takes a week. Theirs takes an afternoon — because they were taught how to structure prompts, angles and guardrails before a designer touches anything.

Wins never feed the next brief — Nobody on your team was shown how to pipe winning creative back into the LLM briefing the next batch. So every campaign starts from zero.

Decisions lag the data — You review CAC on Monday. AI-native teams forecast it hourly and reallocate before your meeting starts. Not because they have more people — because they think differently.

Small teams lose this game on thinking, not on headcount. Both are fixable.

From reactive ad ops to a paid team that thinks in loops.

Here's my promise: you and I sit down together, pressure-test every assumption, and define the paid playbook your team runs on Monday. I don't hand you a deck and disappear — we build it together, and you keep it. This is sparring and coaching, not execution.

AI-native creative engine — We design the prompt libraries, brand-voice rules and variant workflows together. Your team owns them when we're done.

Predictive creative scorecards — I teach the team to score every ad against predicted CTR and CVR before it ships — using your data, not platform averages.

Budget reallocation frameworks — You learn to move budget on live signal inside governance you control. Decisions get made in meetings, not after them.

MMM that survives the platforms — We build a measurement mental model that holds up when iOS, cookies or the next platform change lands.

Editorial QA your team can run — A human-in-the-loop rubric anyone on the team can apply. Volume without brand collapse.

AI literacy across the team — Paid, creative and analytics end the engagement speaking the same AI vocabulary. No more 'the specialist handles it'.

The paid playbook you and I define together.

• A new mental model for how paid media gets built inside a small team.
• Prompt and asset libraries your team created — and understands deeply.
• A budget-reallocation playbook the head of marketing can defend in a board room.
• A measurement framework that ties creative to revenue in one chart.
• An AI-literate paid function that doesn't need a specialist hire.
• A written playbook — so nothing depends on one person's memory.