AI TV Show Production Platform for Full Episodes and Seasons
An AI TV show production platform has to do something clip generators do not: hold a series together. That means episodic structure across seasons, characters who look and sound identical in episode 1 and episode 10, sets reused across a whole show, a shared asset library owned by your company, multiple people working in the same production at once, and the ability to produce full 22-to-60-minute episodes rather than promo-length fragments.
ACT 3 AI is built for serious production — TV and film, at real runtime, with real teams. Projects are structured as Show ▸ Season ▸ Episode ▸ Scene ▸ Shot. Work happens in 2–3 hour sprints against 2–3 hour runtimes. All of the intellectual property — scripts, characters, digital actors, sets, renders — is stored in your Organization, which legally owns it. And full teams collaborate inside one production with granular, role-based permissions.
If you are evaluating platforms for episodic work, this page covers the structure, the collaboration model, the IP position, and what an episode pipeline actually looks like.
What episodic production demands
Series work is not "features, but shorter." It has its own requirements:
| Requirement | Why it matters for a series | What it looks like in practice |
|---|---|---|
| Hierarchical structure | Continuity is tracked across episodes, not within one file | Show ▸ Season ▸ Episode ▸ Scene ▸ Shot with traceable assets |
| Reusable cast | The same character appears in every episode | Digital actor casting + per-character LoRA consistency |
| Reusable sets | Standing sets recur all season | Central set directory, hierarchical locations, linked to scenes |
| Episodic templates | Episodes share format and pacing | Framework selection and target-duration pacing per episode |
| Team throughput | Writers, directors, VFX, editors work in parallel | Role-based permissions, version-controlled collaboration |
| Owned IP | A show is an asset | Organization ownership of all projects and generated content |
| Volume | ~650 shots for 40 minutes, per episode | Automation across the whole pipeline, not one step |
| Assembly | Deliverables are episodes, not clips | Automatic episode and season assembly, 4K ProRes masters |
Any one of these missing turns a season into a manual coordination job.
How ACT 3 AI supports a whole series
Structure built for shows
Projects use a real production hierarchy — Show ▸ Season ▸ Episode ▸ Scene ▸ Shot — with a clear tree, traceable assets, and linked metadata throughout. The AI wizard starts a project by asking whether you are making a TV series or a movie, your title, and your visual style, then tailors structure accordingly. AI-assisted timeline creation maps abstract beats into a concrete timeline, divides a season into episodes, and divides episodes into minutes and seconds.
Scripts in, episodes out
Import full scripts (Final Draft, PDF, plain text) or expand a premise into acts, beats, scenes, and dialogue. Set a target duration and the beat → scene → shot planner computes shot lists with cinematography metadata embedded — camera, lens, movement, framing — using 22 canonical shot types with key-framed camera curves.
A cast that survives a season
Digital actors are cast per character for visual consistency across scenes and episodes. Character profiles carry age, appearance, personality, voice settings, and a wardrobe rack with named outfits per situation. Per-character LoRA training keeps a face identical across dozens of renders. Character sheets with the correct outfits are auto-generated rather than hand-maintained.
Performance is covered too: full-body motion capture extracted from ordinary video without suits or specialized hardware, facial capture and audio-driven lipsync (NVIDIA Audio2Face, 52-blend-shape rig), and Azure Neural TTS dialogue that drives lipsync duration per shot.
Standing sets and locations
A unified set directory holds every location, organized hierarchically (Country > City > University > Library), searchable and filterable by type — 2D image, 3D Blender model, or procedural. "Building on Rails" and "City on Rails" generate interiors and city blocks procedurally. Sets link explicitly to scenes for continuity, and a Figma-style top-down editor handles blocking: place characters, extras, and cameras, draw movement splines, and control body and head orientation independently. Blender Sync provides a full round trip for VFX teams doing custom 3D work.
Real teams, real permissions
Serious production means many hands. ACT 3 is multi-tenant with isolated workspaces, optional SAML SSO, and granular permissions:
| Permission | What it allows |
|---|---|
| Read | View projects and scripts, no changes |
| Modify/Edit | Edit scripts, characters, scenes — no AI generation |
| Run AI | Initiate AI tasks (grants Modify/Edit) |
| Use Credits | Initiate credit-consuming tasks — the primary cost control |
| Billing | Manage subscription, payment, invoices |
| Owner | Full control, member management, ownership transfer |
Version-controlled collaboration gives real-time, role-based work with full change history and concurrent editing without conflicts. Lock-down controls freeze approved pages, scenes, and shots so nothing approved gets overwritten mid-season. Persona-aware layouts give writers, directors, and actors views tuned to their job.
Your show, your IP
The Organization — your workspace, similar in shape to a GitHub or Figma workspace — owns all projects, created content, and generated assets, as stated in the Terms of Service. Ownership can be transferred with confirmation from both parties. For a studio, this is not a footnote: a series is an asset, and its scripts, characters, sets, and masters need to sit in a workspace your company controls, with per-member permissions and content-safety scanning.
Episode and season delivery
Approved shots stitch into scenes and episodes automatically with transitions and audio. Cloud rendering produces 4K ProRes masters per shot, scene, episode, or season, with server-side concatenation and automatic ABR encoding for playback. Export bridges cover FDX, PDF, EDL, MP4/MOV and project archives, with post-production compatibility for Premiere Pro and DaVinci Resolve. You can also review a complete 1-hour episode on a unified Adobe Premiere timeline before it leaves the platform.
What a season workflow looks like
- Series bible — create the show, seasons, and episode slots; define style, cast, and standing sets once.
- Episode breakdown — import or expand each script; auto-generate scene and shot lists to target runtime.
- Sprints — work in 2–3 hour sprints; the platform is designed around real runtime sessions, not one-off prompts.
- Generation — mass-automate shots; multi-model routing across Veo 3, Runway, FLUX, SDXL, ComfyUI, Hunyuan, Wan 2.1.
- Review — screen the full episode on a unified timeline with the team.
- Iterate — apply notes structurally and rebuild; lock approved scenes as you converge.
- Deliver — assemble the episode, render masters, export to post.
Commercial model
ACT 3 is a SaaS subscription with credit-metered generation. Plans scale by monthly credits, concurrent jobs, storage, watermark removal, commercial-use rights, and 4K output, from a free tier through Community ($8), Standard ($35), Business ($175), higher studio tiers starting at $395/month, and Enterprise pricing on request with high-volume credits, 4K video, and 10+ concurrent jobs. Every generation shows its credit cost before you commit, and the render queue shows predicted spend so producers can approve or postpone.
Want production help, not just software? The optional ACT 3 "Level 2 team" package puts our team on your show — you provide the script and the feedback, and we make the episodes happen, for part or all of the production.
FAQ
Can ACT 3 produce full-length TV episodes, not just clips? Yes. Content is structured up to full 2-hour runtimes, episodes assemble automatically from approved shots, and you can review an entire 1-hour episode on a unified Adobe Premiere timeline.
How does a character stay consistent across a whole season? Cast a digital actor per character, define appearance, voice, and named wardrobe variants once, and rely on per-character LoRA training plus auto-generated character sheets with the correct outfits to hold the look across every episode.
Can multiple people work on the same show at once? Yes. ACT 3 is multi-tenant with real-time, version-controlled collaboration, six permission levels from Read to Owner, optional SAML SSO, and lock-down controls to protect approved material.
Who owns the scripts, characters, and renders? Your Organization owns all projects, content, and generated assets per the Terms of Service, with ownership transfer requiring confirmation from both parties.
What formats can we deliver? 4K ProRes masters per shot, scene, episode, or season, plus FDX, PDF, EDL, and MP4/MOV exports and project archives for finishing in Premiere Pro or DaVinci Resolve.
How do we control spend across a season? Credits are pooled at the Organization level, the "Use Credits" permission gates who can spend, every action displays its cost before commit, and the render queue forecasts spend per job.
Start your season
Bring a pilot script and see a full episode come together — structured, cast, generated, and screened end to end. Start a production with ACT 3 AI, or talk to the Level 2 team about producing your season with us.