Featureset · v1

Every surface, every rule, every artifact Studio produces.

A complete reference. Studio sits upstream of animators, voice talent, live-action crews, AI tools — taking source knowledge in and producing approved, handoff-ready scripts and storyboards with a full decision trail. Target cycle: 5–7 days from source to approved storyboard.

60–80%Lower pre-production cost
5–7 daysSource to approved storyboard
≤ 3Auto-correction passes per stage
100%Decisions captured
01The pipeline, in detail

Seven stages. Two human gates.

Research, outline, validation, and storyboard generation run automatically end-to-end. The only places work waits are the two human reviews — and validation has already self-corrected up to three times before either one.

01

Research

Auto · self-corrects

Source material is ingested and grounded. Studio pulls from curriculum, manuals, standards, prior approved scripts, and (optionally) Wikipedia REST for fact-check anchors.

02

Outline

Auto · self-corrects

A structured outline draft against your audience, tone, and pedagogy: anchor facts (6–10), key takeaways, big idea, opening, keyframes with narration and visual direction, closing, total runtime, total narrator words.

Alpha outline · Google Doc
03

Validation

Auto · self-corrects

Claude runs the outline against ~14 rules: learning design, accuracy and source grounding, audience and tone fit, compliance, and production readiness — 18 checks in all. Self-corrects up to 3 times before reaching a human.

Beta assessment · Google Doc
04

Outline review

Human review gate

Editor approves, sends back with structured comments, or requests changes. Send-backs inject directly into the next regeneration as explicit corrections.

05

Storyboard

Auto · self-corrects

Each approved keyframe expands into 2–4 shots (4–10s each) with prose visual descriptions, voiceover, SFX, duration. Format-specific guidance shifts visualDescription per shot.

Final storyboard · Google Doc
06

Storyboard review

Human review gate

Second human gate. Approve or send back. Comments are version-tracked and tied to a specific shot or keyframe.

07

Complete

Export / handoff

Versioned export to your production team — animation, live-action, screencast, AI — or routed to a Studio producer for final video.

02Setup & the override hierarchy

Configure once at the top. Override anywhere below.

Project setup captures the rules everything downstream inherits. Batches can override tone, visual style, and world logic without touching the rest. Items can override anything for a single video.null means inherit; the UI badges any divergence.

Override hierarchy · resolution order
Project

Brand defaults — audience, tone, style, formats, structures, compliance

Batch

Per-release overrides — tone / visual / world logic, batch-scoped exemplars

Item

Per-video overrides — any axis, learning objective, must-include / must-avoid

Resolved at AI-generation time · most specific wins · null = inherit
Setup axes (project default)
  • ax
    Audience profile

    Free text + comprehension level (Very Simple → Sophisticated)

  • ax
    Voice / tone

    10 presets + custom

  • ax
    Visual style

    7 presets: Clean Flat 2D, Illustrated 2D, 2D/3D characters, Whiteboard, Kinetic Typography, Photorealistic 3D + custom

    multi-select
  • ax
    Duration range

    Min:sec → max:sec

  • ax
    Setting / world logic

    6 modes: Stylized real-world → Abstract concept → Historical period

    multi-select
  • ax
    Production format

    6 modes: Animated explainer, Talking head, Animation+presenter, Live action, Tutorial screencast, Motion graphics

    multi-select
  • ax
    Story structures

    10 narrative modes: Definition→Mechanism→Example, Problem→Consequence→Fix, Tradeoff, Analogy, Character journey, and more

    multi-select
  • ax
    Content rules · compliance

    Free text — language must-haves, must-avoids, regulator-specific phrasing

03AI generation

Three generators. All grounded in your context.

Outline, validation, and storyboard each call Claude Sonnet 4 with project context, item pedagogy, and exemplars from the knowledge library. Retry + backoff on failure. Structured JSON in, structured JSON out.

01

Outline

Consumes

Project context (audience, tone, style, duration, compliance), item pedagogy, research summary, exemplars

Produces
  • Anchor facts (6–10 grounded truths)
  • Big idea, key takeaways, key points
  • Opening (proportionate)
  • Keyframes with narration · duration · visual notes
  • Closing, production notes, total runtime
02

Validation

Consumes

The generated outline + the resolved rule set + the reference library

Produces
  • Pass / fail per rule
  • Flags list with specific quotes
  • Changelog if revised
  • Revised outline (if self-correcting)
Loops up to 3 times before the human gate
03

Storyboard

Consumes

The approved outline + project visual style + production format

Produces
  • 2–4 shots per keyframe
  • 4–10s each
  • Prose visualDescription (format-aware)
  • Voiceover · SFX · duration
04Validation rule set

Fourteen checks. Up to three passes. Then a human.

Every outline is graded against this rule set before it reaches an editor. If a check fails, Studio attempts to fix it and re-validates — up to three times. Failures that survive all three are surfaced explicitly with quoted excerpts.

01Duration in range
02Opening length proportionate to runtime
03Takeaway coverage
04Tone match
05Compliance language
06Structure adherence
07Visual direction specificity
08Audience fit
09Pacing
10Anchor facts present
11Claim → fact traceability
12Keyframe → key-point mapping
13Takeaways distinct from big idea
14Learning-objective check · optional
05Format-aware storyboarding

The same outline. Six different shot-list dialects.

Production format is a setup axis. It changes how Studio writes the visual description for every shot — so an animator gets motion notes, a live-action crew gets location notes, a screencast editor gets UI labels, all from the same approved keyframes.

Animated explainer
visualDescription emphasizes:
Characters, lighting, motion
Talking head
visualDescription emphasizes:
Presenter keyframes + cutaways
Animation + presenter
visualDescription emphasizes:
Marked per shot
Live action
visualDescription emphasizes:
Location, people, action
Tutorial screencast
visualDescription emphasizes:
UI labels, user actions
Motion graphics
visualDescription emphasizes:
Typography, shape, rhythm
06Knowledge library · exemplars

Six typed entry kinds. Every draft draws on them.

Per-project repository for reference material with typed entries. Project-level and batch-level exemplars get loaded and formatted into the AI prompts at outline and storyboard time — approved work compounds into future drafts.

exemplar

Approved scripts and storyboards — the reference work future drafts emulate

brand-voice

Voice notes, do/don't language, sample phrasings

formatting-rule

Document structure, heading style, keyframe numbering

lexicon

Approved terminology, alternate phrasings, deprecated terms

compliance

Regulator-specific language, must-haves, must-avoids

source-material

Curriculum, manuals, standards docs, prior approved work

07Reviews · decisions

Approve. Send back. Comment. Every decision is captured.

Comments are structured — { note, action, stage, versionAtCreation, addressedInVersion } — and a send-back gets injected directly into the next regeneration as explicit corrections. Versions, authors, and timing are part of the record. Compliance audits become a one-click export.

Per-version diffs

Side-by-side compare of script and storyboard across any two versions.

Role-scoped sign-off

Writer, editor, SME, legal — each role's approval is logged separately.

Exportable approval record

Full decision trail per video, ready for compliance or audit.

08Metrics

Track the numbers that actually move the program.

Awaiting review
Count of items in any review stage
First-pass approval rate
% of items approved without a send-back
Median cycle time
Item creation → approved storyboard
Approved last 30 days
Rolling delivery throughput

Per-batch and per-project rollups · status breakdown (Awaiting review / Generating / Approved / Sent back) on every level.

09Integrations · stack

Built on tools your team already uses.

Google Docs / Drive

Alpha outlines, beta assessments, and final storyboards live in your Drive folder. Linked from every item page.

Claude Sonnet 4

Outline, validation, and storyboard generation via the Anthropic SDK with retry + backoff.

Wikipedia REST

Optional research grounding for fact-check anchors at the research stage.

PostgreSQL · Drizzle

Projects, batches, items, exemplars, comments — typed schemas, versioned, exportable.

See it on your own brief.

A short call is the fastest way to know if Studio fits. Bring a real episode, a brand kit, or the backlog you wish you had shipped last quarter.