INSIGHT · Research OS

Every researcher.
At the frontier of their field.

Insight builds a living knowledge bank around what's important to you. Ari finds what's missing from the wider literature, surfaces contradictions across your corpus, and tells you exactly where the field stands. Research accelerates when the foundation is complete — not before.

Free tier available30-day trial on paid plansPrivate by default

The completeness of knowledge determines the quality of research.

Researchers at these institutions are already using Insight

University of Sydney
University of New South Wales

Introducing Discovery Mode

You can't know what you haven't read.
Ari can.

Ari uses what's already in your knowledge bank as the lens, then searches the wider literature to surface research you didn't know to look for. Not a keyword search. A reasoned expansion of what you already know.

Click any question in the panel to see Ari reason over this knowledge bank in real time.

Knowledge bank · Reproducibility Crisis
Finding
Concept
Method
Gap
Dispute

Ask Ari

Ask Ari a question above

or hover a node to explore

16 papers & concepts · 26 connections

How it works

How Insight gets you
to the frontier.

Three steps. You've already seen step two in the demo above.

01

Upload your papers — or start with ours.

Your papers become a living knowledge bank. Or subscribe to a curated KB and Ari reasons over it from the first query — no upload required.

02

Ask Ari anything. Then ask what you're missing.

Ari works from your knowledge bank, cites every source it drew on, and tells you what it couldn't find. Switch to Discovery Mode and it finds the papers you didn't know to look for.

03

Publish at the frontier. With nothing missed.

Generate literature reviews, contextualise your work, build your grant case. Everything cited, everything grounded in a corpus you've actively governed.

Knowledge Banks

Don't have papers yet?
Start with ours.

Three curated Knowledge Banks are live today. Subscribe and Ari reasons over the whole bank from your first query. Extend it with your own papers whenever you're ready.

Live

Artificial Intelligence KB

UNCAPT-curated

Foundations, methods, and current debates across machine learning, reasoning, and AI safety. Built for researchers working adjacent to AI or moving into the field.

Live

Mental Health KB

Built with USYD Brain & Mind Centre

Clinical and translational research across mood disorders, psychosis, trauma, and treatment. Grounded in real clinical research practice from one of Australia's leading mental health centres.

Live

Quantum Computing KB

Built with Andrea Morello, UNSW

Quantum hardware, error correction, and qubit architectures — built by one of the field's leading researchers. Start where the field actually is, not where the introductory textbooks are.

More Knowledge Banks coming

Institutions and researchers can publish their own Knowledge Banks for others to subscribe to. Rare disease, neuroscience, climate science — the library grows as the community does.

Browse Knowledge Banks →

Pricing

Every researcher. Every budget.

Start as an individual. Grow into a lab. Scale to your institution. Most researchers start on Starter, upgrade to Research Pro once they see what Ari finds, and bring their whole lab on Academic Lab when the results speak for themselves.

Rates are approximate.

Starter

$25/mo

Start with your own research

  • Chat
  • Discovery Mode
  • Contradiction Detection
  • Subscribable Knowledge Banks
  • 2 KBs · 15 docs · 150 queries / month
Start 30-day trial →

30-day free trial. Cancel anytime.

Most popular

Research Pro

$50/mo

For researchers doing serious work

  • Everything in Starter
  • Literature Review · Contextualise
  • Advanced clustering + cluster insights
  • 5 KBs · 25 docs per KB · 250 queries / month
Start 30-day trial →

30-day free trial. Cancel anytime.

Academic Lab

Contact us

For labs that need to move faster

  • Everything in Research Pro
  • Grant Review
  • Shared Lab Knowledge Bank
  • Teams · citations export · web sources
  • 25 KBs · 75 docs per KB · 750 queries pooled
Contact us →

Not ready to commit? Start free — 1 KB, 50 queries, no card required. · Need something custom? Contact us for enterprise and institutional plans.

For institutions

Start today.
No IT approval required.

Any researcher can sign up and be up and running in minutes — no IT approval, no procurement cycle. When you're ready to scale to a department or institution, we handle that conversation for you.

Built to pass IT review

ISO 27001:2022

Certified. Answers most IT security questionnaires before they're asked.

Cloud-native

No installation. No software on institutional machines. Runs entirely in the browser.

Private by default

Your data never trains public models. Knowledge banks are access-controlled and versioned.

SSO available

SAML/SSO available on institutional plans. Fits standard university identity management.

Enterprise & Partnerships

Get in touch

Institutional licensing, pilots, or custom solutions? We'd love to talk. For everything else, just sign up and get going.

Send us a message

Email

research@uncapt.com

We respond within 24 hours.

University licensing

We offer institutional plans for labs and departments. Reach out to discuss options.

API & documentation

View API reference →

Get started

The breakthrough is
already in the literature.

Upload your papers and build from scratch — or subscribe to a curated Knowledge Bank and Ari reasons over it immediately. Either way, you build on everything that's known.

Free tier available · 30-day free trial on Starter and Research Pro · Cancel anytime