The creative AI workflow.

What the phrase means when the output is a shoot

The phrase gets used for two very different things. The first is a way of making content faster: a brief goes in, variations come out, someone picks one, it ships. That workflow is real and it is useful, and it is not what a production needs. A production's output is not a picture. It is a set of decisions — this cast, this wardrobe, this room, this lens from this height, cut against that — that a crew will spend a great deal of money executing. The picture is just how those decisions get looked at.

So the second meaning, the one this page is about, is a sequence of stages in which generative engines do the drafting and people do the deciding, and the deciding is carried forward. The test of whether a workflow is the second kind rather than the first is simple: approve something at stage two, then look at what stage five produces. If the approved thing survived, you have a workflow. If it was quietly re-invented, you have a generator with extra steps.

The six stages, and where each one breaks

Intent. Someone has a script, a treatment, a mood board or a paragraph. The job of the first stage is to turn that into something structured enough to work from — scenes, characters, locations, beats, the order of things. Where it breaks: a tool reads the words and produces pictures straight away, skipping the structure, so nothing downstream knows what scene it is in. In PREVIZ the intent stage is Script, which reads a screenplay as structured data, or Infinitum, a board where the whole idea lives and a director agent plans from a paragraph.

Breakdown. Every scene is read for what it needs: who is in it, where it is, what props, what vehicles, what effects, what time of day. This is the stage most generative tools do not have at all, and it is the one a producer cares about most, because it is where a schedule and a budget come from. Where it breaks: a breakdown nobody can edit, or one that invents elements the scene does not contain. The script breakdown page covers it in depth.

Frames. A shot list proposes coverage; a storyboard puts a frame against every line. Where it breaks: the frame for shot twelve has a different lead from the frame for shot three, and nobody notices until the board is cut together. The fix is not a better prompt, it is a lock — a decision about identity that every frame is made under and graded against. That is the Continuity Lock, and the script to storyboard and character consistency pages are about this stage.

The set. Somewhere the picture has to stop being an adjective and become a space: a room with dimensions, a camera with a height and a lens, a lamp on the left. Where it breaks: the generated frame looks finished and cannot be repeated, because the camera was described in words. CineForge stages the scene in three dimensions so a shot is a set of numbers, and 3D previs for virtual production explains why a crew needs that.

Motion. From an approved frame, a take: text to video, image to video, a clip extended or re-performed, with the cast reference attached and the cost quoted before anything runs. Where it breaks: a clip that is beautiful and belongs to no sequence. Director is the room, and it starts from the staged scene and the locked references rather than from a sentence.

Delivery. What leaves has to be shootable: the shot list, the boards, the cast and continuity sheet, the schedule, the sequence — as a package a crew reads, not a folder of pictures. And every frame keeps a record of how it was made, so a client, a lawyer or a colleague can ask.

What holds it together

The stages are not the hard part. Every tool has stages. The hard part is the thing that connects them, and PREVIZ is built on three connectors rather than on six features.

The first is the lock. A locked identity — a face, a wardrobe, a prop, a set, a graded look — is attached to every generation in every room, and every locked render is scored against it, with a pass, a warning or a failure the user can see. Drift is caught on a screen at the planning stage, where catching it costs nothing.

The second is memory. Decisions made in one room are known in the next: what the project has locked, what has been approved, what has been superseded, and which frames were made under a decision that has since changed. When a lock moves, the work made under the old one is marked stale, in every room, so nobody ships a board half of which belongs to last week's cast.

The third is the quote. Every generating action states its price and its duration before it runs, and plans differ only by how many credits they include — never by which rooms a person is allowed into. The pricing page says so plainly.

The rooms, in working order

• Infinitum. The on-ramp: a director agent on an infinite canvas, working across the other five studios from conversation.
• Script. The intent layer — what we are making and for whom.
• Storyboard. The plan — order, beats, coverage, structure.
• Keyframe. The hero still — high-fidelity image with full continuity.
• CineForge 3D. The space — 3D scenes, props, camera blocking.
• Director. The output — animation, video, deliverable.

Around the six sit the pieces the pages beside this one describe: a phone that becomes the camera body for a blocking pass (a virtual camera on your phone), a connector that lets your own agents hold the rooms as tools (agents for creative tools), and a finishing step that upscales a delivered clip. The vertical pages — commercials and music videos — walk the same six stages on a real brief.

Questions people ask