INSIGHT · Research OS
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.
The completeness of knowledge determines the quality of research.
Researchers at these institutions are already using Insight


Introducing Discovery Mode
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.
Ask Ari
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16 papers & concepts · 26 connections
How it works
Three steps. You've already seen step two in the demo above.
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.
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.
Generate literature reviews, contextualise your work, build your grant case. Everything cited, everything grounded in a corpus you've actively governed.
Knowledge Banks
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.
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.
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.
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.
Pricing
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.
$25/mo
Start with your own research
30-day free trial. Cancel anytime.
Most popular
$50/mo
For researchers doing serious work
30-day free trial. Cancel anytime.
Contact us
For labs that need to move faster
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
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
Institutional licensing, pilots, or custom solutions? We'd love to talk. For everything else, just sign up and get going.
University licensing
We offer institutional plans for labs and departments. Reach out to discuss options.
API & documentation
View API reference →Security
Compliance overview →Get started
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