Aggregate
The data aggregation engine
A patient-facing portal that learns daily life from the sources a person already has, adds their past records, and encodes all of it into SNOMED CT before the appointment starts.
- Status
- Launches September 2026
Revolutionizing frontline care Personalized medicine
Personalized medicine
needs the full picture.
We build the infrastructure that supplies it: one pipeline that encodes a patient's daily life, the exam and the conversation, reasons over all of it, and hands the clinic the output.
- Clinical trials
- 2 Institutions signed
- Pharmacy partnerships
- 28 From our prior venture
- Examination devices
- 3 Built, awaiting certification
- Ontology, live today
- 532k SNOMED CT concepts
One pipeline, three stages.
Sold to clinics and pharmacies as a single package. Each stage feeds the next, and the last feeds the first.
Reason
The CDSS core
Reasons over the aggregated history, live vitals from our own examination devices, and the consultation itself, with prescribing guidance built in.
- Status
- MVP targeted 2027
Output
What the clinic gets back
Differentials ranked against the patient’s own history, documentation written into the provider’s existing systems, and prescribing that cuts stock wastage. Insights feed back to stage one.
- Status
- Clinics in 2027
Every stage reads and writes the same terminology: SNOMED CT, ICD-11, LOINC and HPO. The graph is live and explorable today.
Explore the graphOne patient-centred care loop.
Daily life goes in. A fuller history reaches your clinician. The plan comes back as habits you can keep, and the next appointment starts further ahead than the last.
- 1
Live Patient portal
Connectors and conversation become one living, SNOMED-encoded bio-psycho-social history, ready before the appointment starts.
- 2
Reason Auracare CDSS
Shared history, acute vitals, transcription, labs and records reasoned over together. It asks only what is worth asking.
- 3
Decide Auracare CDSS
A lifestyle plan, a referral or a guideline-aligned medication package, matched to the clinician’s jurisdiction. Their judgement makes the call.
- 4
Return Patient portal
Advice returns to the portal as reminders tuned to how the person actually lives, and the portal watches the follow-through.
One continuous loop: the picture keeps getting richer.
A learned model proposes.
A symbolic layer disposes.
Every signal is encoded onto the terminology medicine already agrees on, so every answer traces back to a named source rather than to a model's confidence. A clinician can follow the reasoning back to those sources and stay in the loop.
- SNOMED CT concepts
- 532k
- Relationships mapped
- 1.3M
- ICD-11 categories
- 32k
- LOINC lab codes
- 217k
The graph is live and explorable today. The reasoning engine that acts on it is in development.
We began at the front line of care.
We built on every lesson it taught us.
Auracare started with twenty-eight pharmacies and an NHS API we could not reach until 2028.
- 2025
Auracare is founded
We began inside UK primary care, building NHS data tooling and a pharmacy prescribing product with automated clinical notes.
- 2025 → early 2026
28 pharmacy partnerships
Our prior venture reached twenty-eight UK pharmacies, including a regional director, and showed us the structural gaps inside a public health system first-hand.
- Early 2026
We hit the wall
Our aggregation product was built, but the NHS gates its API behind contracts that do not renew until 2028. We shelved that line and kept the foundation.
- May 2026
We pivot to the pipeline
A new direction: a clinical decision support system for providers, with a patient-facing portal as the first stage of the same pipeline.
The pivot - Jul 2026
The data aggregation engine
Stage one reached its first build: the patient portal, aggregating daily life and encoding it into SNOMED CT.
- Sep 2026 We are here
The portal launches
The patient portal opens to the public, and the ontology goes live for anyone to explore.
- Dec 2026
First clinical trial
Trials begin with EC Healthcare in Hong Kong, while our stethoscope, BP monitor and otoscope head toward certification.
- Feb 2027
Chinese Academy of Sciences trial
A second trial begins with the CAS, and the CDSS moves toward its MVP.
- 2027
Clinics
With the devices certified, the full pipeline rolls out to providers, China-forward via the Greater Bay Area.
Early days, real momentum.
Funding, partnerships and clinical pilots already in place, before this round.
- UK pharmacy partnerships, prior venture
- 28
- UK government funding awarded
- $134k
- Angel investment, Hong Kong
- $400k
- Founders Factory Healthcare resources
- ~$400k
- Clinical trials signed in Hong Kong and China
- 2
- Hardware OEM partnerships in China
- 2
Research pedigree, and a route to trials
Imperial College London & UC Berkeley
Founded out of two of the world’s top-ranked programmes, medicine at Imperial and computer science at Berkeley, pairing frontline clinical training with deep engineering from day one.
Chinese Academy of Sciences
A partnership agreed with the CAS gives us access to clinical trials and the resources to run them, our route into the clinic.
A small, founder-led team.
Spanning London, Hong Kong and San Francisco.
Tanush Pandey
Co-founder · CEO & CMO
Co-founder and our London presence, reading Medicine at Imperial College London. Leads clinical strategy, safety and the medical evidence behind Auracare.
Stephen Okita
Co-founder · CTO
Hinlun Chen
Co-founder · COO
Julius Chu
CPO
Computer science at NYU. Leads product: the design system, the patient experience, and how the stages of the pipeline fit together.
Ahnaf Kabir
CISO
Karam Elradie
Head of ML
Leads machine learning: the neuro-symbolic core and graph models behind our reasoning.
Talk to us.
We are raising our seed round, and we are looking for clinical partners as the CDSS moves toward its first trials.
Clinical partners
Hospitals, practices and pharmacies working on decision support.
Write to our clinical teamThe patient portal, the first stage of the pipeline, launches in September 2026. Join the waitlist.
Our patient portal is a general-wellness product, not a medical device. It does not diagnose, treat, cure or prevent any disease. Always seek professional medical advice for health concerns.