The lab becomes the platform
Nine tools gathered into one index, each with an explicit statement of what it does not do. Social Post Studio is documented but deliberately unlinked until its API request moves server-side.
Tools
Nine instruments, free to use,
each with its limits written down.
These are working tools for filmmakers and film educators, not demos. Every one of them came out of a real teaching or production problem. Every card below says what the tool does and, just as importantly, what it does not do.
The suite
Everything, in one place
Free, no account, no email required. Some are stable; some are prototypes and say so. Feedback is genuinely useful — tell us where they break.
Judgment
The calibration instrument
Eighteen documented limitations across six clusters, plus a 4Ds practice studio — Delegate, Describe, Discern, Diligence — for deciding what a tool should and should not touch.
What it does not do: recommend products. It is about forming judgment, not shortening a shopping list.
Free · citableOpen →
Landscape
AI Creative Market Map
Forty-two tools mapped across video, image, audio, infrastructure, workflow, and writing. Filterable, with a practitioner-framed note generated for any entry.
What it does not do: rank tools, track pricing, or stay current on its own. It is a considered snapshot, not a live database.
42 tools · 6 categoriesOpen →
Entering the industry
Assistant Editor Essentials
A UK post-production facility directory, the skills houses actually ask for, worked speculative letters pinned to year of study, and a draft-with-Claude letter generator built on the 4Ds.
What it does not do: apply on your behalf, or make a weak letter land. It gets you to a credible first draft faster.
22 UK facilitiesOpen →
Pre-production
The Blueprint Studio
Prompt architecture built for filmmaking specifically, where the ethical constraints differ and the relationship to reality matters in ways fiction can sidestep.
What it does not do: write your film. A good prompt does not rescue an unclear intention.
blueprintstudio.cuttoai.netOpen →
Teaching
The Learning Designer
Sequence teaching activities across six research-backed learning types — acquisition, collaboration, discussion, inquiry, practice, production — and watch a session's balance take shape as you build. Exports as JSON or a student-facing guide.
What it does not do: write learning outcomes or validate a module. It shows you the shape of a session; the judgment stays yours.
thelearningdesigner.cuttoai.netOpen →
Progression
FilmFlow
An early longitudinal skills-passport prototype: the portfolio architecture that forms the core of the doctoral venture research, built before the institution exists to test it.
What it does not do: hold real student records. It is a structural prototype, not a system of record.
filmfloweducation.cuttoai.netOpen →
Visual development
CineStack
Testing image generation across pre-production visual development: mood boards, location concepts, character reference. The working question is whether this accelerates decisions or defers them.
What it does not do: produce final assets. Everything it makes is reference, and should be treated as such.
Hosted externallyOpen →
Ethics
FrameCraft
Curriculum material for teaching AI ethics as craft ethics — not a bolt-on module, but embedded in every production decision. Currently being tested in module contexts.
What it does not do: settle the ethical questions. It gives students a structure for forming a position, not a position to adopt.
Hosted externallyOpen →
Distribution
Social Post Studio
Drop in a still and draft platform-appropriate posts for LinkedIn and Instagram. Built, working, and deliberately not linked yet.
Why it is held back: the current build asks visitors for their own API key in the browser. That is the wrong posture for a site that publishes an ethics statement, so it ships once the request moves server-side.
Pending rebuild
Flagship tool — live on this page
The calibration instrument
What AI Cannot Do in Filmmaking, running here in full: eighteen documented limitations across six clusters, and a 4Ds practice studio — Delegate, Describe, Discern, Diligence — for deciding what a tool should and should not touch. This is the pedagogy operating, not a screenshot of it. Open it full-screen if you prefer more room.
Changelog
What changed, and when
A running record of what shipped, what was tested, and what came of it. Newest first.
Calibration instrument embedded; the Learning Designer goes live
The calibration instrument now runs directly on this page rather than behind an external link. The Learning Designer joins the suite: session design across six learning types, built for film and media educators, with a worked example on AI in film production included.
AI Creative Market Map launched
An interactive map of the AI creative tools landscape across development, production, post-production, inference, and distribution. Insight generation moved server-side so visitors no longer need to supply their own API key.
First public versions of the prototypes
Six tools published in one pass: prompt architecture, editorial review, ethics curriculum material, the skills passport prototype, and the calibration instrument. Publishing them unfinished is the point — this documents work in motion, including the parts that do not yet hold up.
A note on method
Why the limits are written down
Every tool here states what it does not do, because a tool that claims no limits is not being described honestly. The research behind CutToAi is built around transparency about process: what was tried, what failed, what was learned. Publishing the failure modes alongside the features is part of that commitment, not a disclaimer.
It is also simply more useful. Practitioners navigating these questions do not need another list of capabilities. They need to know where the edges are, so they can decide what to delegate and what to keep.
Nothing here is sold, and no tool vendor pays to appear. Where a tool is listed, it is because it earned a place in real work.
Want these running in your institution?
The tools are free to use as they are. If you want them embedded in a curriculum, adapted for your cohort, or taught alongside the thinking behind them, that is what training and advisory are for.
Told when a tool ships or a limitation changes
No schedule, no filler. You will hear from us when a tool ships, a claim gets tested, or something turns out to be wrong.
One email at a time, unsubscribe in a click. What we collect.