Orchestrated AI workflows gain traction
Creative technologist Maria Pratt is advocating for an orchestrated approach to generative AI, where tools are connected into a seamless pipeline for ideation, drafting, and production. In a recent session, Pratt argued the future is not about using more tools, but about how they are connected to enable real-time co-creation. She positioned prompt engineering as a core creative discipline, as crucial as art direction or copywriting.
- Major advertising holding companies are developing proprietary AI platforms to orchestrate complex marketing tasks; WPP's "Open" platform, for instance, integrates data, creative, and media execution into a unified system. - Advanced prompt engineering techniques are moving beyond simple instructions to more sophisticated methods like "Chain of Thought," which breaks down complex requests into sequential steps to guide the AI toward a more logical and accurate output. Another technique is "Meta Prompting," where the AI is first asked to reflect on the best way to structure a prompt for a specific task. - Case studies show tangible results from AI implementation in creative production. Microsoft reported a 90% reduction in time and cost for a Surface ad by using generative AI for scripting and visuals, while Headway achieved a 40% increase in ROI for video ads created with tools like Midjourney and HeyGen. - The role of the Chief Marketing Officer is undergoing a significant transformation due to AI, with 65% believing the technology will dramatically change their responsibilities in the next two years. The focus is shifting from overseeing execution to leading with strategic insight derived from AI-powered analytics. - Generative AI is now enabling "script-to-screen" automation in video production, where AI tools can generate scripts from text prompts, create storyboards, and produce initial video drafts, significantly shortening pre-production timelines. For post-production, AI can automate tasks like color matching, rotoscoping, and even generating additional frames to extend a clip. - For client-side marketers, the focus of AI adoption has moved past experimentation to implementation, with nearly 93% of marketing teams budgeting for generative AI in 2026. The primary goals are to drive measurable business outcomes, enhance customer experiences through personalization, and improve operational efficiency. - The concept of "AI agent orchestration" is gaining traction, where multiple specialized AI agents are managed to handle complex workflows autonomously. For example, an intake agent could process creative briefs, while a performance agent suggests new asset variations based on real-time data. - Accenture Song is leveraging NVIDIA's Omniverse platform to create high-fidelity 3D digital twins of products, like for the Defender brand, which can then be used to generate personalized marketing content and immersive customer experiences in virtual environments.
