Research infrastructure for expert teams
Research for AI.
Science for AI.
Turn hard domain questions into traceable evidence, reviewed reasoning, and publication-ready documents.

A continuous line from question to document.
Research stays inspectable as it moves through the organization.
Frame
Define the question, domain language, source hierarchy, and standard of proof.
Investigate
Search across the right material while preserving provenance and disagreement.
Verify
Review claims against their evidence, confidence, and expert judgment.
Publish
Produce a paper, report, or brief without losing the reasoning behind it.
One place for the whole argument.
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Every claim keeps its line of sight.
Answers are easy to generate. Decuit preserves the material, context, and decisions that make an answer defensible.
- Source
- Original material stays attached to every consequential finding.
- Context
- Terminology, assumptions, and domain rules travel with the work.
- Review
- Human decisions remain visible at the points where judgment matters.
Research in.
Defensible work out.
One evidence base can support the documents your team already needs to produce.

News
Decuit enters private preview.
We are beginning focused collaborations with research-intensive teams.
Read the announcementPartnerships
Build around a real domain.
Bring the question, context, and standard your organization must defend.
Explore partnershipsDecuit is not a longer prompt.
It is research infrastructure for organizations whose context, evidence rules, review standards, and outputs must compound over time.
Bring the question your team cannot afford to get wrong.
We are working with research-intensive teams during private preview.
Request access