How do you build an AI agent team for a marketing agency? Tristram Dyer, CEO of Webtopia & OAKS, walks through the exact system his agency runs: fast AI that speeds humans up with MCP data connections and AI creative tools, and slow AI, a team of scheduled background agents that detect performance anomalies, pace budgets, write morning briefings, and operate Meta ads with a human approving every change.
We discuss:
- Fast AI vs. slow AI: the Thinking, Fast and Slow framework for agency work
- The creative workflow connecting Claude, Arcads, Claude Design, and HeyGen
- Why every Webtopia employee gets a paid Claude account
- The full agent roster: anomaly detector, agent 00 morning briefings, the Meta ads operator, and Mia, the Google Ads specialist
- Will AI replace ad agencies, and how to incentivize a team to adopt AI
- Why agentic ad buying may be only three months away
Watch the previous episode with Cody Plofker: https://www.ai-dtc-wtf.com/podcast/why-ai-ugc-is-a-trap-and-what-actually-works-cody-plofker
This episode is brought to you by Runneth from Motion: https://runneth.com Learn more about Tris and Webtopia: https://www.webtopia.co
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To connect with Will Sartorious DM him here https://x.com/will_sartorius
To Connect with Thomas Moen DM him here https://x.com/thomasmoen
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AI DTC WTF is the super practical podcast about leveraging AI to get an edge in DTC, hosted by Andrew Foxwell, Will Sartorius, and Thomas Moen.
Chapters
00:00 How to build an AI agent team for your marketing agency
01:22 Fast AI vs. slow AI: the Kahneman framework
02:23 The fast AI stack: Meta, Kaizen, and Motion MCPs
06:26 Kaizen: adding qualitative client data to the numbers
08:27 Why every employee gets a paid Claude account
09:28 Creative workflow: Claude → Arcads → Claude Design → HeyGen
11:29 Tangible results: faster decisions, happier clients
13:31 The roadmap: putting agents in founders' hands
16:33 The agent team: BigQuery warehouse and anomaly detection
18:34 Morning briefings and a self-improving agent
19:35 The Meta ads operator with human-in-the-loop
22:40 Will AI replace ad agencies?
25:46 The Cody Plofker landing page example
27:48 How to incentivize employees to use AI
30:51 Meet Mia: the Google Ads specialist agent