Observed Signal · Oct 2, 2026 · Industry Trend · Source: Digiday · Impact: 3/5 · Sentiment: Positive
Mid-Tier Marketers Scale AI Creative Production
Wyndham Hotels, Opella, and BetMGM are scaling AI-driven creative production, signaling that such capabilities are moving beyond industry giants like Unilever and L'Oréal. These mid-tier advertisers are building in-house teams using AI to mass-produce digital assets, leveraging platforms like Brandtech Group's Pencil and Adora, or developing bespoke internal systems. Wyndham reports a 15x increase in asset output and a 75% reduction in production time, while Opella produces 20x more content and BetMGM uses AI for imagery and video spots in a regulated category. The trend is driven by falling compute costs, improved tool reliability, and competitive pressure, with 81% of CMOs expecting to produce significantly more content. Despite adoption, brands maintain human oversight for certain elements like betting odds or medical professionals, and still rely on agencies for larger campaigns.
The article demonstrates that AI creative production is moving beyond top-tier advertisers to mid-tier brands, indicating a broader industry shift. It highlights specific adoption cases and efficiency gains, which is significant for mar-tech and ad-tech vendors targeting this segment.
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Key Takeaways & Evidence Grounding
- Wyndham Hotels & Resorts uses AI firm Adora to generate Instagram assets, producing 15 times more assets and cutting production time by 75%.
- Opella, spun out of Sanofi, has an 85-strong team using generative AI, producing 20 times more creative assets, over 20,000 pieces of content.
- BetMGM uses AI tools like Arcana AI for imagery and video spots but reserves some production for human staff due to regulation.
- Brandtech Group's Pencil platform sees fastest growth among clients with less than $1 billion in annual revenue.
- US businesses pay 41% less per million tokens than in March 2026, according to a Fortune report.
Connected Companies & Entities
8 Entities mapped“Unilever is a first mover with industry-leading media budgets in AI production....”
“L'Oréal spent $1.98 billion on AI investments and is a first mover....”
“Brandtech Group's Pencil platform is used by several large advertisers for AI creative systems....”
“Opella was spun out of Sanofi in 2025....”
“Kantar saw a 17% rise in early-stage creative tests....”
“Wyndham's agency of record is Havas....”
“Dentsu's chief creative partner commented on AI adoption and conducted a survey....”
“Coca-Cola is a first mover in AI creative production....”
Ontology Mapping & Concepts
Related Market Signals & Shifts
Recent verified developments and strategic activity across this market segment.
Marketers Embrace AI, Avoid AI for Media Buying
A Digiday survey of more than 100 marketers shows widespread adoption of AI for low-stakes tasks—data analysis and content creation—while few marketers trust AI to make media-buying decisions. Among marketers using AI for social campaigns, about two-thirds use it for data analysis, 57% for content creation, and only 32% to buy ad placements. The roundup also highlights agency M&A activity aimed at creator and youth marketing: Havas acquired Archrival (folding it into Havas Play) and Accenture Song bought creator-focused agency Whalar. LinkedIn is planning creator monetization tools in its 2027 fiscal year roadmap. Separately, OpenAI announced a data partnership with LiveRamp around LiveRamp’s conversion API hub and is reported to be in talks with NVIDIA about a very large Ohio data center. Disney promoted Brette Lipari to VP of advertising sales.
Agencies Turn to AI Agents, Brands Move In‑House
Agencies are showcasing AI agent pilots, partnerships and products to speed media planning and buying — but face competition from advertisers building their own agentic capabilities. WPP is testing a media‑buying and planning agent for premium video, while Dentsu has partnered with Newton Research to trial media‑buying agents and faster analytics via Dentsu.connect. Independent agencies and consultancies such as Butler/Till and Dept are also deploying agent tooling (including Claude agents and a productised 'Agent Studio') and using Google models to accelerate delivery. Advertisers including Hyundai have built in‑house bidding agents with partners (Chalice and Canvas) using a containerized OpenXBuild solution, reporting a 67% reduction in online video CPM and a 20% decline in cost per defined 'high value action' during pilots. The piece cites WFA research on broad in‑house AI adoption and frames the trend as a strategic threat and opportunity for agencies.
Brands Set Rules for AI in Customer-Facing Content
Brands are rapidly adopting generative AI to accelerate creative production, remix existing assets, lower costs and enable concepts impractical to film, while enforcing brand-specific guardrails for consumer-facing content. Case studies from Unilever, Hilton, Koia, Coca‑Cola and smaller brands show faster asset turnaround and measurable performance gains, but marketers emphasize AI should refine—not replace—human creativity to avoid “sameness,” authenticity risks and potential consumer backlash. Teams distinguish behind-the-scenes uses (drafting, optimization, localization) from visible AI outputs (AI-generated people), with some brands limiting public-facing AI to protect trust or premium positioning. Surveys underline near-universal marketer adoption—Canva found most leaders use AI daily and plan to increase investment—so companies pair AI-driven scale with policies and creative oversight to preserve brand voice.
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