Published December 8, 2025 · By CampaignsLive · Industry
A year-end review is, by convention, a list of the year’s most significant events. This is not that. The events that defined 2025 in AI brand creative were mostly extensions of patterns that had begun in 2023 and 2024 — the slow maturation of tools, the consolidation of practice, the working-through of consequences that had been visible for a while.
The more useful read of the year is in terms of questions: which of the questions that were live at the start of 2025 actually got resolved, which ones did not, and what the resolution tells us about where the next year is going.
Questions that got answers
Is brand consistency at scale a solved problem in generative production?
Yes, by mid-2025, for the leading tools and the brands that have invested in the production-stack capability. Fine-tuning on brand archives, reference image conditioning, brand-asset locking, and the surrounding production infrastructure together produce consistent output at the volumes that brand campaigns actually need. The brands that are still struggling with consistency in 2026 are doing so because they have not adopted these techniques, not because the techniques do not exist.
Will AI imagery look like AI for the foreseeable future?
No, for the production-grade work. The “AI slop” visual register that defined the 2022-2024 wave of consumer-facing AI imagery has substantially receded in brand-creative work that uses production-grade tools. The seams are still detectable for careful observers, but the audience-level recognizability of AI-derived imagery in brand work has declined materially. The yes-it-still-looks-like-AI category in 2025 is mostly the long tail of low-end AI imagery on consumer platforms, not the work produced through the brand-creative production stack.
Has the cost of producing a brand campaign actually changed?
Yes, in specific phases. Pre-production, comping, variant generation, format suite extension, and the long tail of high-volume brand-creative work have all seen meaningful cost reductions. The hero-shoot phase, the talent-driven creative work, and the brand-equity-defining campaign work have not. The aggregate cost of a brand campaign is lower in 2025 than it was in 2023, but the reduction is uneven across phases, and the reduction has been partly reinvested into more iteration rather than absorbed as pure budget savings.
Are the major AI tooling vendors going to outpace the open-source side?
No, definitively. The 2024 FLUX release demonstrated that the open-source side could ship architectural advances the closed leaders did not have. Through 2025, the open-source ecosystem continued to produce competitive foundation models, the commercial brand-creative tools continued to build on top of both open and closed models, and the bifurcation became a stable feature of the market rather than a transitional state. The closed-source and open-source sides will coexist; neither is going to displace the other in the foreseeable future.
Is the EU AI Act going to be a major operational consideration for brand teams?
Yes, for any brand with EU market exposure. The act’s transparency obligations entered effect through 2025 and the compliance work that brand teams are doing in 2026 is real and ongoing. The provenance and disclosure infrastructure that brand-side production has been building is partly market-driven and partly EU-regulation-driven; the two pressures have aligned on the same operational requirements.
Questions that did not get answers
Who actually owns the training data the major models learned from?
Still contested. The major lawsuits — Getty v. Stability AI, NYT v. OpenAI, Authors Guild v. OpenAI, and several others — have continued through 2025 without producing definitive settlements that clarify the legal framework. The licensing deals that the major platforms signed through 2024 have addressed a portion of the question, but the foundational legal status of training-corpus-by-scraping remains uncertain. This question is moving into 2026 unchanged.
What is going to happen to mid-tier creative production employment?
Unclear. The 2023-2024 contractions in production design, retouching, and stock-photography-adjacent work continued through 2025. The growth in AI-aware art direction, production engineering, and brand-AI consulting partially offset the contractions. The net employment effect, by category, by region, by experience level, is not well-measured yet. The qualitative impression is that the contractions are larger than the offsets, but the data to confirm this rigorously is not available.
Will video tooling reach the production-readiness that image tooling reached in 2024-2025?
Partly. The Sora, Runway, and FLUX-derived video tools improved substantially through 2025 but did not match the production-stack maturity that the image side reached. Image-to-video became operationally reliable; longer-form narrative video remained experimental for production purposes. The 2026 trajectory will probably continue to close this gap but the timeline is unclear.
Will brand-side in-house AI tooling continue to consolidate, or will third-party platforms recapture share?
Unclear. The 2024 in-house tooling wave continued through 2025 at the largest brands, but the third-party specialized platforms also retained or grew share in specific niches. The build-vs-buy dynamics will probably continue to vary by brand size, sector, and internal capability for the foreseeable future. The market does not seem to be converging on a single answer.
Is the public going to settle on a stable trust register for AI-derived imagery?
Not yet. The audience response to AI imagery in commercial communications continues to vary significantly by context, channel, and the specific nature of the AI use. Some categories have stabilized (e-commerce product photography is broadly accepted; legacy-campaign refreshes remain contested). Others have not. The cultural conversation about AI in brand creative is less heated than it was in 2023-2024 but is not in any sense resolved.
What 2026 looks like from here
Two structural changes are visible early in the year.
Video tooling maturity. The pattern that image tooling followed through 2023-2025 — capability inflection, then operational integration, then production maturity — is repeating on the video side, on roughly the same timeline. By the end of 2026, generative video for brand-creative production will probably be roughly where image generation was at the end of 2024: useful for specific production categories, not yet pervasive across the full production stack, with the surrounding workflow infrastructure still consolidating.
Regulatory clarity catching up to operational practice. The EU AI Act phasing continues. Adjacent regulatory frameworks (US state-level AI legislation, UK guidance, the broader OECD work) continue to develop. By the end of 2026, the regulatory landscape that brand teams operate in will be more crystallized than it was at the end of 2025. The compliance work that brands have been doing through 2024 and 2025 will look like reasonable preparation rather than excessive caution.
What this leaves to do
The work that brand teams should be doing in 2026, in approximate order of priority:
- Build internal capability around AI-aware creative direction. The senior creatives who can brief, evaluate, and direct AI-generated work are the bottleneck on getting good output. Investing in this capability is the highest-leverage move.
- Maintain provenance documentation as standard hygiene. The compliance environment will continue to tighten; the brands that have provenance infrastructure already have less work to do.
- Settle on the brand-specific fine-tuning workflow. The brand consistency problem is solvable; brands that have not yet adopted the workflow are leaving consistency improvements on the table.
- Update talent contracts to include AI scope. Where this has not been done, do it. The standard language is well-established.
- Be deliberate about category boundaries. Where AI fits, use it well. Where it does not fit (hero brand work, talent-driven campaigns, iconic-campaign refreshes, regulated patient-facing communications), continue to use the traditional production tools.
The year ahead is, on balance, less interesting than the years behind. The technology will keep improving; the operational practice will keep maturing; the regulatory framework will keep clarifying. The novel-and-uncertain phase of brand creative’s relationship with AI is largely behind us. What remains is the long work of making the operational reality work well.
For the trajectory that brought the industry here, see From Generation to Production-Ready: The Quiet 2025 Shift.