AI makes the shots; five locked control layers before generation make the show
Asked (summary)
Which niches should I build AI-generated content around for Instagram and YouTube Shorts?
Asked (follow-up, summary)
Research exactly what is required end to end for AI content generation — direction, scripting, characters, A-roll, B-roll, and everything in between for the whole scene.
This operating manual is built from 62 source-linked requirement rows across 3 sections and 25 workflow areas, drawn from 49 pages on 21 independent hosts (researched 2026-10-04). 29 rows cover AI directing and continuity technique from vendor and filmmaker workflow guides — recommended practice; 29 rows are official Instagram and YouTube platform rules, which govern; 4 rows cover the broad end-to-end workflow. The durable principle across all of them: lock upstream, generate downstream — AI is the camera and VFX crew, you remain showrunner, director, editor and fact-checker.
The pipeline: 20 stages, 3 quality gates, targeted revision loops
Hover or tap a stage for its deliverable and failure mode. Orange bars are approval gates: nothing below a gate starts until everything above it is locked. Dashed magenta arcs are revision loops — QA sends back one failing shot, script line, or reference, never the whole project.
Shot QC rejects and regenerates only the failing shot, with the failure reason logged — draft cheaply on fast models, rerender approved shots on premium ones. domer.io
Identity drifts on generations longer than 5–10 seconds on most models; chain shorter clips with a last-frame hand-off instead of asking one generation to hold. martini.art
YouTube states plainly that disclosing AI use does not limit audience or monetization — but mass-produced template AI content without authentic value cannot monetize. support.google.com
Instagram requires its disclosure tool for organic photorealistic AI video or realistic altered audio, and visible third-party watermarks make reels ineligible for recommendation. about.fb.com
The operating system: 20 gated stages with checklists and deliverables
Who does what
One person can hold every role — but each responsibility still exists and each gate needs an explicit owner, even if it is you wearing a different hat.
Showrunner / producer — owns the brief, budget, gates and calendar
Researcher / fact-checker — builds and verifies the fact pack
Writer — AV script, hooks, CTA, disclosure copy
Director — performance, camera grammar, per-shot intent
The smallest set of files that must exist before any video generation spend:
Approved creative brief
Verified fact pack with citations
Final two-column AV script
Character / location / style references (where applicable)
Storyboard and timed animatic
Shot manifest (generation-ready)
Audio plan and voice profile
Rights log with license receipts
QA checklist
Upload and disclosure checklist
A-roll vs B-roll: two worked 30–45 second examples
AI-tool tutorial (≈40 s)
0–3 s HOOK — A-roll: presenter/avatar states the result ("this took 4 minutes")
3–8 s SETUP — A-roll: screen demo opens the tool; B-roll insert: close-up of the finished output (proof)
8–25 s VALUE — A-roll: core screen demonstration, step by step; B-roll: zoom-in inserts on each clicked control, cursor close-ups (clarify each script line)
25–33 s ESCALATION — A-roll: the one non-obvious trick; B-roll: before/after split (prove the difference)
33–40 s PAYOFF + CTA — A-roll: presenter recaps; B-roll: final result full-screen; on-screen CTA text
History / edutainment (≈40 s)
0–3 s HOOK — A-roll: narrator VO over hero character shot ("she was erased from the record")
3–10 s SETUP — A-roll: narrator VO continues; B-roll: establishing shot of locked location card, period props
10–26 s VALUE BEATS — A-roll: character dialogue/performance shots carry the story; B-roll: document close-ups, map insert, reaction shots (each tied to a VO line)
26–34 s ESCALATION — A-roll: the turning-point performance shot; B-roll: detail insert of the hero prop (continuity object)
34–40 s PAYOFF + LOOP — A-roll: narrator lands the takeaway; B-roll: return to opening frame for a seamless rewatch loop
A-roll is the story spine — it must work as an understandable rough cut alone. Every B-roll shot exists to clarify, prove, hide a cut, add pacing, or establish context for a named script line. No decorative filler.
Reusable templates
Synthesized from the source-backed requirement rows; the structures are recommended practice, not platform mandates.
TIME | AUDIO (dialogue/VO, emotion note, | VISUAL (action, shot,
| pauses, SFX/music cue, source cite) | on-screen text, transition)
0–3 s | VO [urgent]: "..." [SFX: whoosh] | CU hero prop; TEXT: hook
3–8 s | ... | ...
Footer: pronunciation list · disclosure copy · alt hooks ·
word count ÷ 2.5 wps ≈ read time → must fit duration
Character bible
LOCKED: name · age range · face shape · hair · silhouette ·
wardrobe layers · coded costume looks (front+back refs) ·
signature prop · voice profile · speech rhythm · mannerisms ·
emotional registers + involuntary tells · NEGATIVE BLOCK
(what the character never looks like) · canonical image +
audio references · consent/likeness rights status
SCENE-VARIABLE: emotion · pose · location · lighting · action
Location / style bible
LOCATION: layout map · anchor objects · time of day ·
weather · light direction
STYLE: palette · texture · art direction · lens language
(which beats are close/wide/shallow) · framing rules ·
camera movement rules · typography/caption style ·
transition rules · NEGATIVE CONSTRAINTS · out-of-style examples
Vendor and filmmaker blogs supply workflow technique (recommended); Instagram and YouTube pages state platform rules (governing). Platform column marks the governing rows.
Area
Platform
Requirement
What failure looks like
Source
Method: 62 selected requirement rows across 3 sections (AI directing and continuity, end-to-end workflow, platform compliance) and 25 workflow areas, from 49 distinct source pages on 21 independent hosts; no single URL supplies more than 4 rows (6.5%). Researched 2026-10-04. Each row records a requirement, its artifact, method or consequence, failure or risk, and source URL. Vendor-blog rows are technique, not mandates; platform rows cite official Instagram/YouTube pages. Artifact and method columns were cut from the table for space; the pipeline stage names and templates synthesize the rows and the brief. Checklist items summarize the brief's SOP; counts come from the coverage summary row.