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Video execution infrastructure

The video execution layer for agentic content systems.

Workshop turns prompts, data, templates, and brand rules into editable motion-graphics videos that teams can inspect, render, approve, and publish at scale.

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See a market-pulse video rendered from source and brand rules.

Watch
Market Pulse motion-graphics video rendered by Workshop
Featured render16:9 · 16s
Watch source-backed render
render job ● complete
market-pulse.ws → rnd_9f2a
00:16 · repeatable render
Exact textCopy and numbers stay fixed
.ws sourceEditable, reviewable, versionable
7Languages · reading-aware timing
Native rendererBrowserless render path
API + MCPBuilt for teams and agents
The pipeline

Source in. Rendered video out.

Every video moves through one inspectable path. Intent becomes editable source; the compiler resolves it into a validated render contract; the native renderer paints the frames.

Intent
Prompt · data · template
.ws source
Editable, diffable
Compiler
Validates & gates
Render contract
Resolved contract
Native renderer
Deterministic frames
MP4
+ poster, metadata
Exactness

The output is compiled, not guessed.

Text, numbers, colors, timing, and layout are fixed by source and compiler output, not left to a prompt-only model. Change a value, recompile, re-render. The revision is the diff.

  • Exact text, exact numbers, every render
  • Inspectable .ws source you can edit and version
  • ThemePacks resolve brand before a frame is drawn
market-pulse.wscompiled ✓
Film "Q3 Market Pulse"
  mood: confident
  aspect: 16:9

Scene "Headline" [4s]
  intent: proof
  show "Revenue up 38%"
    size: hero
  show "quarter over quarter"
    size: title
  # resolved by ThemePack: brand navy
Rendered output validated Revenue up 38% native engine00:12
rendergraph.v1validated
sceneHeadline · intent: proof✓ timing
elementtext “Revenue up 38%” · hero✓ fits
themenavy #14213d · Fira Sans · brand✓ locked
camerapush-in · spring baked✓
Brand control

Brand is resolved before frames are drawn.

A ThemePack carries approved colors, type, and layout rules. The compiler resolves them into every render, so agents and operators can vary copy and data while the design system holds.

  • Org-scoped ThemePacks and templates
  • Every render includes an inspectable contract
  • Nothing renders until it validates; publication stays under review
Showcase

Three selected pieces. One pipeline.

A tighter edit of the strongest finished outputs: a data update, a commerce drop, and a training microlesson. The full showcase includes source, render contract, MP4, poster, and QA metadata for every piece.

Market pulse golden video poster
Market pulseExact data · 16:9 · 16s
Commerce drop golden video poster
Commerce dropOffer · 9:16 · 10s
Training microlesson golden video poster
Training microlessonEnablement · 16:9 · 20s
Explore the showcase
Built for agents

Agents can author. Teams decide what gets published.

Agents draft .ws from a goal and account context. Workshop validates it, resolves brand and template, and returns a render. Publication stays a workflow decision: humans and policy gates keep control where brand, claims, or data matter.

  • MCP tools: compile, draft, render, inspect
  • Predictable failure modes and compiler diagnostics
  • Human review before publication when brand, claims, or data matter
agent · render loopMCP
// agent receives a goal, drafts source
tool compile(source) → diagnostics: []
tool render(graph)   → job: "rnd_9f2a"

status queued → rendering → complete
gate  // pricing claim detected
      → human review required
api.ws.videov1
POST https://api.ws.video/api/render
authorization: Bearer sk_live_•••••

{
  "source": "Film \"Market Pulse\"...",
  "theme": "acme-brand"
}

200 OK  job queued
{ "jobId": "rnd_9f2a", "poll": "/api/render/rnd_9f2a" }
API-first

A video API with source, contracts, and a clear job lifecycle.

Generate from a prompt, compile source, render, poll status, retrieve the MP4, poster, and metadata. You get real endpoints, readable diagnostics, and deterministic output, not a prompt box behind a spinner.

  • Compile and validate before you spend a render
  • Idempotent render jobs with a clear lifecycle
  • Retrieve MP4, poster, and render contract
Why Workshop exists

Between fast-but-rigid and impressive-but-uncontrollable.

Templates

Fast, but rigid. The layout breaks the moment the content changes.

Manual design

High quality, but slow. It doesn't scale to hundreds of variants.

Model-led video

Impressive, but hard to keep exact. Text and numbers drift.

Workshop

Repeatable, inspectable motion-graphics execution. Exact by construction.

See Workshop on your own content

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