Work with us
Join the mission
to explanation-first AI.
We are an early-stage research lab. Most of our time goes into building retroductive AI, and we are looking for partners, pilot sites and funders to build it with. We also share our ideas through expert opinion and talks.
Ways to work with us
Four paths to retroductive AI.
Most of our time goes into research. Our models are in early R&D: partnerships now shape what they become, and every collaboration is a custom co-development case, not the purchase of a finished product.
Partnerships & Collaborations
For research groups, clinicians, data holders and industry.
02 · FundFund the Research
For grant bodies, foundations, and mission-aligned investors.
03 · ConsultExpert Opinion
Independent judgement for clinical research, medtech, biotech, healthcare, economics and policy, and AI governance.
04 · InviteSpeaking
Keynotes, talks and lectures. For conferences, executive teams, research and academic institutes.
Living with complex chronic illness? See how patients can take part.
01 · Partner
Build it with us.
For research groups, clinicians, data and infrastructure providers, and industry teams in pharma, biotech and diagnostics.
Propose a collaboration →Ways to partner
- Patient data and cohorts.
- Clinical and scientific expertise in your field.
- Compute and infrastructure.
- Pilot sites, with complex, unexplained or entirely new medical cases.
What you get
- Co-authorship on joint research.
- Early access to the models on your own cases and data.
- Co-shaping the models’ first application around your problem.
- Data, IP and publication terms agreed up front, so you keep what is yours.
02 · Fund
Back a new kind of AI.
For grant bodies, foundations, and mission-aligned investors. Funding at this stage takes retroductive AI from first principles to first demonstrations.
Request our research brief →Ways to fund
- Seed and research funding.
- Joint grant applications, like Horizon Europe.
- Sponsored research on your toughest problem.
What you get
- Early backing of a new form of artificial intelligence, at its earliest stage.
- A clear research plan with milestones.
- Progress updates, and first sight of key results.
03 · Consult
Ask for expert opinion.
You get a researcher’s independent judgement, not a consultancy’s bench. We take on cases in clinical research, medtech, biotech, healthcare and policy where the work serves the betterment of society and strengthens our research.
Ask for expert opinion →Areas of expertise
- AI in clinical research, medtech, biotech and the life sciences.
- Healthcare system economics and design.
- Healthcare policy design and evaluation.
- AI policy, oversight and regulatory governance.
- AI education and adoption in biomedical science and clinical medicine.
What you get
- An honest answer first: whether we are the right fit.
- Independent scientific judgement, free of conflicting interests.
- A clear deliverable: a written expert opinion, a review or a workshop.
- Insight drawn from active research and years of experience, not recycled frameworks.
04 · Invite
Invite us to speak.
Keynotes, talks, lectures and workshops. Clear, rigorous and inspiring, for scientists, executives and non-technical audiences alike.
Send a speaking request →Example topics
- Keynote: from bedridden to building a new kind of AI.
- Retroductive AI: reasoning beyond what is already known.
- Why complex chronic illness breaks today’s medical AI, and what could fix it.
- Engineering cognition: metacognition in people and machines.
Or propose your own subject: every talk is tailored to its audience.
Patients and families
Take part in the research.
Parijata Labs exists because of an individual whose illness medicine could not explain. If you live with complex chronic disease, there are three ways to be part of what we build.
- Follow.
Follow the lab and subscribe to letters from the lab, to hear how the research develops.
- Share.
Share our posts with others who live with unexplained illness, and with the clinicians and researchers who care for them.
- Register.
Be notified when studies open with our clinical and research partners.
Register interest →
Crack the code, together
Bring the problem nobody has cracked yet.
The messy dataset, the half-formed hypothesis, the case three specialists could not explain. We will pull it apart with you, test ideas and find the thread that ties it all together.