AI Intelligence

Generate Script

Generate a full video script from a creative brief.

1 credits

Build Scene Outline

Create a structured scene outline from a script.

1 credits

Enrich Scenes

LLM analysis — loads layout contract, generates beats, overlays, search queries, embeddings.

2 credits

Build Audio Plan

Build audio timeline events (VO, BGM, SFX) from scene durations.

1 credits

Generate VO Audio

Generate voice-over audio from text using selected voice.

Emit Editor Command

Internal: emit a frontend editor command from the backend pipeline.

Create Ad-Hoc VO Request

Create an ad-hoc voice-over request in the pipeline.

Project Status

Generate a project status and progress report.

Harvest Footage

Harvest stock footage from external providers based on search queries.

1 credits

Promote Harvested Assets

Promote harvested assets into the project library.

AI Generate Assets

AI-powered asset generation to fill gaps.

1 credits

Derive Slots

Derive overlay and asset slots from a director layout contract.

Enumerate Slot Candidates

List candidate assets for a specific slot.

Apply Slot Choice

Apply a chosen overlay or asset to a specific slot.

Propose Alternatives

VW-driven alternative asset suggestions for a slot.

Apply Timeline Patch

Internal tool for applying timeline modification patches.

Sync VO Audio

Synchronize generated voice-over audio from VO database.

Generate Search Queries

Extract structured search params from enriched scenes.

Structured Asset Filter

SQL JSONB filters + pgvector ordering with progressive relaxation.

Cross-Encoder Rerank

Cross-encoder reranking for asset selection.

VW Asset Selector

VW contextual bandit final selection with agent context.

Assign Assets to Slots

Map assets to layout slots by constraint and geometry.

Build Blueprint Overlays

Construct Remotion blueprint from assignments + VO + captions + audio.

Validate Blueprint

Pre-render validation checks on the blueprint.

Assemble Blueprint

Full assembly — SceneAssembler with VW asset selection, cross-encoder reranking, slot assignment, blueprint generation.

2 credits

Assemble Podcast Blueprint

Audio-only assembly — builds render_spec from VO chunks + audio plan.

1 credits

Mix Audio

Mix multiple audio tracks into final audio.

Apply Color Grade (Backend)

Backend color grading for render pipeline.

Apply LUT (Backend)

Backend LUT application for render pipeline.

Add Keyframe

Internal animation system — add a keyframe for property animation.

Moment Finder — Status

Auto-chained: check status for a moment analysis run.

Moment Finder — Result

Auto-chained: fetch moment analysis results.