Who pays for AI in an agency retainer?
What changedDigiday mapped how agencies are absorbing AI tool and token costs, reporting that 31% of firms now spend more than $10k a month on AI. In the same piece, Omnicom's CFO indicated the group will start passing token costs to clients, either as a separate line or inside labour, with outcome-based revenue in view from 2027. (The piece ran on 17 September, a little before this week, and is included because it anchors the pricing story.)
Why it mattersAI turns part of a fixed labour cost into a variable compute cost. A retainer priced on heads and hours no longer matches a business whose marginal cost is compute. Whoever solves the billing model keeps the margin, and the part of the fee that stays defensible is senior judgement and the client relationship.
WPP is industrialising production in-house
What changedWPP opened its first dedicated AI advertising production centre, a 34,000 sq ft site at Devon's Point in East London, set up for AI-assisted shooting, editing and fast social output, under a newly formed WPP Production division (GuruFocus). It sits inside Cindy Rose's turnaround, which has included deep job cuts with up to 1,000 more announced for the rest of the year (Futureweek).
Why it mattersA holding company is pulling production margin inside its own building and using AI to raise throughput with fewer people. Commodity production is being priced towards zero. Independents competing on "we can make it" will lose that fight against a factory, so the value has to sit in strategy, distinctiveness and the parts of a brief a production line cannot own.
Independents are betting opposite ways on AI
What changedDesign and branding consolidation kept moving: Koto acquired Stereo Creative as the first step in a planned group, and Bray Leino merged with krow Group (Creative Boom). Studios are also splitting on AI. SuperHeroes hired a creative director to lead AI and CGI, and LERMA/ added a chief data and intelligence officer, while Super Nice took the opposite line: "AI has made it easier than ever to make something. It hasn't made it easier to make something people care about."
Why it mattersThe market is dividing into AI-scaled delivery and a premium on human craft. Both can work. The undifferentiated full-service middle is the risky place to stand, and the consolidation shows independent owners are thinking about scale and exit as well as the next brief.
DMEXCO: the time for experimenting with AI is over
What changedEurope's largest martech event ran under the theme "Scaling Intelligence" (DMEXCO). BVDW president Dirk Freytag set the tone: "The time for experimenting with AI is over. Now, it must contribute to value creation." Every major holding company was on the floor, and OpenAI was among 700+ partners.
Why it mattersThe conversation has moved from AI pilots to AI in the P&L. Clients coming back from Cologne will ask agencies to show value from AI, which changes every enablement and retainer conversation this autumn.
"Give AI a Break" sells human connection as the scarce thing
What changedAdvertising Week New York and Mekanism launched "Give AI a Break" ahead of the 5 to 8 October event (Shots). Its centrepiece, ChatGPT0, is a chatbot that refuses to write headlines or build decks and tells you to talk to a human.
Why it mattersIt turns the craft side of the split into a marketing position. When everyone has the same tools, human judgement becomes the distinctive offer, but only for agencies that can prove it with named senior people and results. An empty "we're the human ones" claim will be commoditised quickly.
Which side of that split an agency should stand on, and how to price it, depends on its clients and its team. That is the conversation I have with agency owners, and it is what the call is for.