There's a term gaining traction in commercial production right now that doesn't appear in any brief, any rate card, or any agency scope of work. Not yet. But it will.
Craft Intelligence IP.
It describes something that experienced production companies have always possessed but rarely named: the proprietary know-how, workflow design, and creative judgment that turns raw AI capability into finished, brand-ready work. As AI tools become more accessible, it's becoming the single most important thing that separates a serious production partner from someone with a subscription and good intentions.
Anyone can open a generative AI tool and produce an image. The technology has lowered the barrier to entry for output to almost zero. What it hasn't lowered is the barrier to producing the right output: the one that's on-brand, legally clean, compositionally coherent, emotionally resonant, and deliverable to broadcast spec.
That gap, between what AI generates and what a client actually needs, is where Craft Intelligence lives. It's the accumulated judgment of knowing which tool to use at which moment, how to orchestrate multiple systems into a single coherent pipeline, how to QA outputs at scale without losing creative intent, and how to make disparate AI-generated elements behave like one piece of finished work.
It's the equivalent of Picasso's answer to 'how long did that take?' — 'Seventeen minutes and forty-seven years.' The minutes are cheap. The years aren't.
Commercial production has been built on a relatively stable model for fifty years: inputs plus markup. Crew, kit, locations, post. You cost them up, apply a margin, and the production company's value is largely implicit in the quality of what they assemble.
AI changes this in a fundamental way. When a piece of work that would have cost £100,000 in traditional production can be executed for a fraction of that in AI, a percentage-of-cost model rapidly becomes unviable. The same creative intelligence, the same strategic judgment, the same accountability, applied to a smaller materials cost, produces a dramatically smaller fee.
Which is why the industry is now working to define Craft Intelligence IP as a distinct, chargeable asset: one that reflects the value of what a studio brings, not just the cost of what it procures.
In practical terms, it encompasses:
This isn't a list of tasks. It's an operating system, built through real production experience, that a studio brings to every project it undertakes.
The commercial production industry, through bodies including the APA in the UK and the AICP in the US, is actively working to establish Craft Intelligence IP as a named, explicit line item in production budgets and contracts.
This matters for agencies and brands as much as it does for production companies. When Craft Intelligence IP is defined and costed transparently, clients know what they're paying for, agencies can negotiate scope with confidence, and the value of experienced creative direction is protected rather than absorbed into a day rate.
The charging models being explored range from flat fees to percentage structures to licensing arrangements. The format is still in development, but the principle is clear: the intelligence that makes AI production work reliably is a distinct asset, and it should be costed as one.
If you're briefing AI production work, whether through an agency or direct, here are the questions worth asking:
A studio with genuine Craft Intelligence will have clear answers to all of these. One without it may not even understand why the questions matter.
At BearJam, Craft Intelligence IP sits at the centre of everything we produce. We'd be happy to walk you through how we approach it on your next project.
Find out more about our AI production work at bearjam.co.uk/ai-video-production, or get in touch at hello@bearjam.co.uk.