Chat with your sources, with every quote traceable.

Pull every interview transcript, document, and record for a story into one workspace and ask questions across all of it — answers come back grounded in the sources you selected, not the open web.

Each answer carries inline citation chips anchored to the exact passage it came from, so you can trace a quote or fact back to the transcript line or page before it runs.

Run a deep-research op over a stack of records — a FOIA dump, a document set — to produce a cited review node: a first-draft findings brief built from the material instead of a blank page.

Hand the control-plane agent a goal and it plans and runs registered operations — summarize, extract, classify — over your sources, with a step log you can review.

Turn findings into a structured piece and export a publish-ready EPUB or PDF, so the workspace runs from raw transcripts to the draft you hand your editor.

Grounded chat answers only from the source set you point it at, so a story's records stay the basis for its answers rather than bleeding into generic, unsourced AI output.

How does JustJot.ai keep answers grounded in my sources?

Chat is scoped to the source set you select, and every answer carries inline citation chips anchored to the source spans, so each statement is traceable back to the original transcript line or document page rather than to an unsourced model.

Can I search across a pile of interview transcripts at once?

Yes. Add every transcript and document for a story to one workspace, point chat at that set, and ask questions across all of it — answers come back with citations into the specific passages they came from.

Can I generate a findings brief from a document dump?

Yes. The deep-research op runs a multi-pass synthesis over your selected sources and produces a cited review node you can edit, restructure, and export as a draft.

Can I export a draft to hand to my editor?

Yes — turn the result into a structured document and export a publish-ready bundle including EPUB and PDF, so the finished draft leaves the workspace in a standard format.