Documentation framework for AI productions

The honest production diary template for AI filmmaking

A working filmmaker's framework for documenting an AI-augmented short from script to delivery. Six weeks of structured decisions, model choices, costs, and the failures nobody else will tell you about.

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Free Markdown template with every section ready to fill in. Pre-production, generation passes, refinement, postmortem.

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The six-week production arc

An AI short is not a one-weekend project. The honest arc breaks into structured phases, each with its own decisions and failure modes.

32A shot that took generations to land is honest data

Week 1: Pre-production and shot list

Lock the script. Break into a shot list with mood, camera move, reference image, and initial model assignment per shot. Cast characters via reference photos and custom LoRA training. Lock the visual style and brand-style framework. No actual shots generated yet.

Week 2: First generation pass

Start with easier shots (establishers, atmospheric) to build momentum and debug workflow. Use Veo for cinematic stillness, Kling for character action, Seedance for high-volume coverage. Log iterations per shot, model used, and what worked or failed.

Week 3 to 4: Character work and complex shots

Hero character shots, multi-character interactions, action sequences. The hardest shots in the project. Iterate heavily. Plan to re-generate some shots dozens of times before they land. Maintain character LoRA discipline.

Week 5: Refinement and rescue

Refinement passes for shots that almost-but-not-quite landed. Cinematic relight. Background fixes. Composite generated elements into plate footage where needed. The week where the project goes from rough cut to defensible.

The honest postmortem structure

Five sections every production diary should include. The structure forces honesty about what worked, what did not, and what a future production should change.

1
Per-shot generation log
Every shot in the film logged: description, model used, iteration count, final selection generation number, issue encountered, resolution. The cumulative log is the most useful artifact of the diary.
2
Cost breakdown by category
Platform credits per shot type (hero, establisher, character interaction). Operator hours. Subscription amortization. Per-minute final cost of delivered film. Compare against a traditional production estimate.
3
Failure modes by category
Where shots broke and could not be saved (regenerated, dropped, rewritten). Character drift incidents. Lip-sync misses. Continuity errors. The shots that taught you something about the platform are the most valuable diary entries.
4
Workflow changes mid-project
What you started doing that worked. What you stopped doing that did not. The implicit playbook the project taught you. Future productions will start from this playbook, not the marketing material.
5
Honest verdict on the project
Could this story have been told traditionally? Was AI the right call? What would you do differently? Where did AI add capability vs add complexity? The reader is making their own production decision; give them a real signal.

What separates a useful diary from marketing copy

Six markers of a production diary readers will actually trust.

Specific iteration counts

Not just shipped great shots, but the iteration count to get there. A shot that took 32 generations to land is honest data. Hiding the count is marketing.

Documented failures, not just successes

Multiple shots that did not work. Days when nothing landed. Workflow patterns that broke. A diary that only shows wins reads as fake. A diary that shows failures reads as useful.

Real cost numbers

Platform credits consumed, subscription tier, operator hours. The cost of the project, not a marketing estimate. Readers compare against their own constraints.

Identifiable director

A named, credible filmmaker with verifiable prior work. Anonymous diaries lose credibility. The diary is the director's professional reputation, not a content-marketing artifact.

Watchable final film

The diary refers to a watchable result. Without the film to evaluate, the diary is theory. With the film, readers can compare claimed quality against the actual artifact.

What changes for the next production

The lessons applied to the next project. A diary without a next-time section is incomplete. The reader is making decisions about their own next production, not yours.

Frequently asked questions

What filmmakers ask before committing to an AI-augmented production.

A 10 to 15 minute AI-augmented short typically runs six weeks of focused work for one director. Pre-production takes one week, generation passes take three weeks, refinement and delivery take two. Less than a traditional indie short, but not the weekend project some demos suggest.

Hero shots: 8 to 20 generations per shipped shot. Establishers: 3 to 8. Character interaction: 15 to 40. Complex action: 20 to 50. Plan your credit budget around iteration ratios, not headline cost per generation.

Most working filmmakers run on Premium or Ultra tiers for higher concurrency and priority queueing during heavy generation phases. Total subscription plus credit overage for a 10-15 minute short is typically a fraction of the equivalent traditional production budget.

Re-train with broader angle coverage. Generate problem shots with explicit reference images alongside the prompt. Break multi-character scenes into pairwise compositions and assemble in post. Some shots will not be saveable; budget for re-conception.

After. In-production diaries get optimistic. Post-delivery diaries get honest. Wait until the film has shipped and you know what worked. The reader trusts retrospective honesty more than in-progress enthusiasm.

Camera language is exposed through model prompts and platform controls. Veo handles dolly and crane work best. Kling handles handheld and dynamic moves. Document which prompts produced which camera language. Reuse the prompt formulas across shots.

Plate footage of locations or props you have access to gets composited with AI elements. Fully generated when the location or element cannot be filmed traditionally. The mix is per-shot; budget plate-day shooting if the look benefits from it.

Yes, for short-form. A 10-15 minute short can be made solo by an experienced filmmaker. Longer work (30+ minutes) starts to need a collaborator for the volume. Editing, sound design, and color benefit from specialists even on AI-led projects.

Document your AI production the honest way

Start free with credits and the workflow library a working filmmaker uses for pre-viz, character casting, cinematic generation, and delivery. Then write the diary the AI filmmaking community actually needs.

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