AI ProductionStudio
From character creation to video production — an AI-powered end-to-end production platform. One workspace. Infinite possibilities.
Three Production Pillars
Everything that used to require jumping between multiple tools is now unified into one seamless workflow. Character design, scriptwriting, and video generation — all in one workspace.
Core Principle
“Batch Generate → Human Selects → Auto-Advance”
At every stage, AI produces multiple candidates and a human makes the final pick. Quality decisions stay with people; repetitive work is handled by AI.
Character Studio
Generate faces, photorealistic images, and outfits with AI, then composite them into consistent characters across a five-stage pipeline.
- Face Generation — 20 candidates per batch
- Photorealistic Rendering
- Outfit Generation with Style Profiles
- Full-Body Composite
- Detail Refinement Loop
Script Studio
Write scripts, apply speech-style transforms, translate to other languages, and auto-split into 10 min clips ready for video generation.
- Base Script Drafting
- Speech-Style Transform Presets
- Multi-Language Translation
- 10-Min Auto-Split
- Version Control & Rollback
Video Production
Produce wide, over-the-shoulder, close-up, and landscape shots as AI-generated video — with or without dialogue — up to 10 min segments.
- 7 Distinct Shot Types
- Wide, OTS, ECU, Landscape
- Dialogue & Silent Modes
- Shot Prompt Builder
- Batch Generation Pipeline
How Every Stage Works
Every production stage follows the same three-step pattern. This consistent loop means you work the same way everywhere in the platform.
Batch Generate
Multiple candidates are generated simultaneously. Face images default to 20 at a time; video clips default to 6. Bulk generation is the norm — not single-item creation.
Configurable batch size: 5 / 10 / 20
Human-in-the-Loop Gate
Results at every stage must be reviewed and approved by a person. The system never advances to the next pipeline stage without explicit human sign-off.
Quick actions: Pick / Reject / Send to Next Step
Auto Rank + Auto Retry
Every generated asset receives an automatic quality score from 0 to 100. Results are sorted highest-first to minimize selection time.
Detection flags: bad hands/legs, face drift, unintended audio
Workflow State Machine
Five-Stage Character Creation
Character creation follows a sequential pipeline. At each stage the AI generates multiple candidates, and once you select the best result, it automatically feeds into the next stage.
Face Generation
Enter the character traits you want (gender, age range, mood, etc.) and the AI generates 20 face candidates in one batch. Results are ranked by quality score.
Photorealistic Rendering
Your selected face becomes the input for photorealistic conversion. The AI preserves the original facial features while adding realistic textures and natural lighting.
Outfit Generation
Outfits are generated independently, guided by the character's consistency profile — including preferred color palette, style notes, and forbidden items.
Full-Body Composite
The selected photorealistic face and chosen outfit are composited into a complete full-body image. The AI handles natural body proportions and posing.
Detail Refinement
The final full-body image goes through a refinement loop where you provide text instructions and the AI iterates until you're satisfied.
Consistency Profile
Each character has registered key traits, forbidden items, a color palette, and style notes. This profile is automatically applied at every generation stage to maintain visual coherence across the entire pipeline.
Draft, Transform, Translate
The script pipeline has three stages: draft the base script, apply a speech-style transform, then translate. At each stage the AI produces multiple versions for comparison.
Base Script Drafting
Plot summary, situation, character voice profiles
Multiple draft versions (base language)
Select version
Speech-Style Transform
Selected draft + style preset
Style variants (romantic / drama / cinematic)
Select style
Translation
Selected style version
Translated script + 10-min split data
Final review
Intelligent Dialogue Segmentation
Dialogue is automatically split into 10-min clips. When three or more lines are present, these strategies are applied:
Same-Speaker Continuation
Switches to an extreme close-up (ECU) and continues filming the same speaker.
When one character's dialogue runs long
Partner Face Only
Shows the listener's face while the speaker's voice plays as an overlay.
When a reaction shot is needed
Landscape Cut
Inserts a landscape shot as an emotional transition between dialogue beats.
When the scene mood needs to shift
Seven Shot Types
Video production supports seven distinct shot types. Each shot can be generated independently while maintaining visual consistency through shared assets.
Wide Shot (2-Person)
In: Female + male character images
Out: 10-min wide video candidates
Frame Extraction
In: V1 video result
Out: Key frames (auto 12 or manual)
Over-the-Shoulder (OTS)
In: Character images + wide frame
Out: OTS frame candidates
Dialogue Shot
In: Speaker + OTS frame + lines
Out: 10-min dialogue video
Silent Shot
In: Same as V4 (no dialogue)
Out: 10-min silent video (emotion)
Continuation (ECU)
In: Previous ECU frame + images
Out: 10-min continuation video
Landscape Cut
In: Character image → generate scene
Out: Clean landscape frame/video
Typical Dialogue Scene Workflow
Recommended order for a standard two-person dialogue scene
V1 — Wide Shot
Generate the establishing shot
V2 — Frame Extraction
Extract key frames as reference
V3 — OTS Framing
Generate over-the-shoulder compositions
V4 — Dialogue Shots
Produce the conversation clips
Shot Prompt Builder
Fill in structured fields — the system automatically composes optimized generation prompts.
Purpose-Built Workspaces
Dedicated screens optimized for each production stage. Every screen brings together the tools and information you need for that particular task.
Dashboard
Your daily production overview
See in-progress tasks, failures, daily costs, and recent projects at a glance. Your starting point for prioritizing work each day.
Project Home
Per-project hub for all resources
Manage characters, scripts, and scenes linked to a single project. Track progress and visualize asset relationships.
Character Studio
Five-stage character workspace
Batch generate, review the result grid, pick favorites, and advance through each pipeline stage.
Asset Library
Search and reuse any asset
Tag-based search, similarity search, and lineage viewer. Trace the full history of any asset.
Export Center
Package finished work
Export CapCut-ready packages with organized file structures, SRT/CSV subtitles, and shot ordering.
Built-In Quality Management
The AI pre-analyzes quality to speed up the selection process. While the final call always rests with a human reviewer, automated scoring guides your decisions.
Automatic Quality Scoring
Quality Score Example
Every generated asset receives a quality score from 0 to 100. The result grid sorts highest-first to minimize selection time.
Automated Detection Flags
Bad Hands
ImageDetects abnormal hand generation: wrong finger count, unnatural joints
Bad Legs
ImageDetects leg proportion or joint placement anomalies
Face Drift
Image / VideoFlags when the generated face diverges from the original reference
Audio Music Detected
VideoIdentifies unintended background music in generated video clips
Retry Policies
On Generation Failure
Automatically retries up to the configured limit on network or API errors.
On Low Quality Score
Generates new candidates to replace results below your quality threshold.
Manual Retry
Select individual tasks in the Render Queue and trigger re-generation anytime.
Asset Lineage Tracking: Every asset records its full creation history — prompt, seed value, AI model, and parent assets.
Real-World Production Scenarios
From full episodic workflows to high-volume short-form content and multilingual localization.
Step 1: Character Creation
Run the full C1 through C5 pipeline for both leads. Set up consistency profiles so characters look visually harmonious.
Step 2: Scriptwriting
Draft the base script in S1, apply a "drama" style transform in S2. Use the 10-min auto-split to verify pacing.
Step 3: Scene Design
In the Scene Builder, map out shots. Assign V1 (wide), V3 (OTS), V4 (dialogue) for conversations, and V7 (landscape) for transitions.
Step 4: Video Generation
Batch-generate videos following the shot plan. Pick the best candidate for each shot, manually retry any that need improvement.
Step 5: Export
Package finished shots as a CapCut-ready bundle — complete with SRT subtitles, CSV shot list, and organized folders.
Ready to Create?
Experience AI-Powered
Production in Action
See how characters, outfits, and backgrounds come together to create stunning AI-generated video content. Try the interactive demo now.