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For researchers

AI Workflows for Researchers

Turn a stack of papers into structured findings. Fetch sources, summarize with an agent, and extract structured data — a pipeline you can inspect, rerun, and share.

  • Fetch and summarize papers in one reproducible graph
  • Structured extraction into tables you can query
  • Local models for private data, cloud for scale — your call

One canvas.
The whole production.

Script, storyboard, footage, sound, and the cut — on one canvas, with the editing tools sitting right next to the models. You direct the whole piece instead of generating parts of it.

Workflow Editor
Node workflow turning a campaign brief and product photo into a generated product video

Scripting & casting

Go from prompt to screenplay in seconds. Draft dialogue, cast character voices, and audition alternate line readings with automatic word-level sync.

Any model, local or cloud

Route your shots through Flux, Seedance, Wan, Whisper, ElevenLabs, Suno, and the rest — or run open weights locally on your own hardware. No platform lock-in.

A real timeline, not a black box

Instead of a single unfixable video file, the agent hands you a fully editable multi-track project. Fine-tune every frame, layer, and audio stem.

Edit where you generate

Mask, retouch, extend, relight, upscale, layer, and composite. The tools you reach for live on the same canvas as the models.

Frequently asked questions

Can I keep sensitive data private?

Yes. Run the summarization and extraction on local models so nothing leaves your machine, and add cloud providers only where you want them.

Is the pipeline reproducible?

The whole workflow is an explicit graph you can save, version, and rerun — every step is visible, not hidden behind a prompt.

Can it handle many papers at once?

The list and batch nodes fan out over as many sources as you feed in, running each through the same summarize-and-extract chain.

Build it on your own machine

Download the open-source studio for macOS, Windows, and Linux. Open the template and direct it yourself, on your own keys.