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The looming AI cost shift: why agency margin squeezes will redefine publisher branded video deals. * home * The looming AI cost shift: why agency margin squeezes will redefine publisher branded video deals. Advertising holding companies are racing to integrate generative artificial intelligence into their media planning, buying, and creative workflows. But behind the promises of automation and efficiency lies a substantial, unquantified financial liability: the massive infrastructure costs of running these advanced computing systems. As agencies begin to absorb these technical overheads, the financial pressure is highly likely to trickle down to their media partners. For digital publishers, this shift threatens to squeeze margins on their most lucrative offerings - branded content and co-produced video campaigns. The warning signs of this impending cost shift emerged directly from the top of the agency ecosystem. Speaking at the Cannes Lions International Festival of Creativity, Omnicom CEO John Wren raised alarms about the underlying economics of the technology. Wren pointed out that while software companies and enterprise partners are eager to sell AI tools, the broader marketplace has not yet reckoned with the actual operational costs of executing AI at scale. To preserve their own profitability, agency holding companies are structured to pass backend operational costs along the supply chain. When agencies face margin pressure, their traditional lever is to squeeze vendor fees, production markups, and media distribution margins. Publisher-led branded video studios, which rely heavily on agency-negotiated budgets, represent a prime target for these cost-recovery efforts. In a typical branded content deal, a publisher sells a bundled package that combines creative concepting, physical production, talent sourcing, and guaranteed media distribution across its digital properties. These deals carry much higher margins than programmatic display advertising, helping to fund independent newsrooms and specialized editorial operations. However, agencies are increasingly deploying their own proprietary AI platforms to perform work that was historically outsourced to publishers or production houses. For example, Publicis Groupe's massive €300 million investment in its CoreAI platform and WPP's collaboration with Nvidia to build AI-driven content engines demonstrate how agencies are consolidating production capabilities. These platforms utilize AI for rapid storyboarding, copy variations, and localized video iteration. By moving these creative steps in-house - and justifying the massive capital expenditure to their shareholders - agencies are positioned to demand lower creative fees from publishers. The publisher is then left with the lower-margin components of the deal: physical execution and distribution. Furthermore, agencies are likely to demand deeper discounts on the distribution portion of branded video campaigns to offset their internal technology overhead. If an agency must absorb high computing costs to license proprietary large language models and clean room data architectures, that capital must be clawed back. The easiest path to doing so is insisting on lower effective CPMs (cost per thousand impressions) and reduced production fees from publisher partners. This pressure is compounded by the fact that global ad spend growth remains modest, meaning agencies must find internal efficiencies or vendor-side discounts to maintain their historically stable operating margins, which typically hover around 11% to 15% for major holding groups. This shift presents a serious challenge to publisher infrastructure and planning timelines. Building a branded video studio requires significant upfront investment in physical equipment, specialized production staff, and distribution tech stacks. Unlike programmatic ad setups, these creative operations cannot easily pivot when budgets contract. A publisher that has scaled its internal studio based on historical production margins may suddenly find those margins unsustainable if agencies insist on clawing back fees to cover their AI infrastructure investments. To insulate themselves from this looming margin squeeze, sophisticated media operators must re-evaluate how they package and price their branded content. Rather than offering easily commoditized creative services that agencies can replicate with internal AI tools, publishers need to double down on what cannot be automated: direct audience access, first-party data targeting, and proprietary talent networks. Publishers should also demand greater transparency regarding how agencies evaluate the efficiency of AI-assisted campaigns. If an agency insists on reducing a publisher's production fee because the agency utilized AI for the initial campaign strategy, the publisher must ensure that the performance metrics and distribution guarantees of the campaign are adjusted accordingly. Ultimately, the infrastructure costs of the AI transition will not be borne solely by the technology providers or the agencies themselves. As holding companies look to balance their books in the face of rising cloud computing and software licensing fees, the pressure will inevitably move downward. Publishers who rely on high-margin branded video deals must prepare now for a more adversarial negotiating environment, ensuring their operational costs are lean enough to withstand the agency squeeze. Jordan alvarez. Multimedia journalist who spent years covering creator economy platforms and understands that modern publishers are diversifying far beyond display ads. Approaches revenue innovation with healthy skepticism - interested in what actually scales, not what generates conference buzz. His reporting on commerce integrations, affiliate strategies, and video monetization always includes the infrastructure question: what does implementation actually require, and what's the realistic timeline to revenue?

Omnicom outsources AI developers. Published: August 21, 2026, 00:00 Photo: Mattias de Frumerie Hundreds of employees have had to leave as Omnicom has outsourced work to a subcontractor. Omnicom is getting rid of hundreds of employees and instead outsourcing the work to an external subcontractor, writes Adweek. This primarily concerns people who have been involved in building Omnicom's AI-based platform Omni, a product that the media agency network has described as a cornerstone of the client offering. In total, it concerns approximately 468 employees in the USA, the United Kingdom, India, and Malaysia. Additionally, Omnicom has fired around 50 employees who have been part of the product and engineering department on the Omni platform. According to sources at Adweek, cutbacks have also occurred in Australia and Malaysia.

Omnicom wins U.S. Media account for Ozempic and Wegovy maker Novo Nordisk. The holding company beat out incumbent WPP for the U.S. account valued at $520 million. 4 hours ago Omnicom will be the agency-of-record to manage Novo Nordisk's U.S. media planning and buying, a spokesperson for the Danish pharmaceutical company confirmed to ADWEEK. Novo Nordisk is known for manufacturing GLP-1 medications Ozempic and Wegovy. "We look forward to working with the Omnicom team as we continue to scale consumer-focused strategies and connect with patients through emerging channels and technologies, helping bring even greater awareness of our medicines to people living with chronic conditions such as obesity and diabetes," the spokesperson said. The global account is valued at $618 million, with the U.S. account valued at $520 million, according to data from COMvergence. Christopher Cicchiello is ADWEEK's agencies reporter. Previously, he was on the breaking news assignment desk at NBC News in Washington D.C., where he earned an Emmy nomination for his 2024 election coverage. His byline has appeared in NBC News, TODAY, Quincy News, The Times Union, and The Daily Orange. Recommended videos