One subscription, two returns

Research-active practices keep their patients. Make yours one

Your practice's research database builds itself, from your charts and from your patients. The same conversations that fill it are the reason patients stay.

Embedded in 50+ tier-1 hospital workflows across 10+ specialties.

Treatment-insight dashboard with cohort KPIs and auto-generated statistical insight cards (product UI shown in Chinese)
The clinic's own branded patient assistant, chatting on a phone (product UI shown in Chinese)

Already proven at hospital scale

50+
tier-1 hospitals with Mycoach in the workflow
12M+
structured patient records
30
peer-reviewed SCI papers · IF up to 66.8
12
multi-center clinical trials supported

1 subscription returns 2 things you can bank

Return 1: patients who stay

Your patients get your practice's own assistant from a QR code: answers at any hour, questionnaires as a conversation, at-home assessments. A patient who can always reach you has 1 less reason to drift.

Industry analyses put new-patient acquisition at 5-25x the cost of retention, and no-shows at about $150K a year for a typical practice (sources on our Evidence page).

Roadmap: proactive reminders, SMS and WhatsApp

The clinic's own branded patient assistant chat (product UI shown in Chinese)

Return 2: research without evenings

9 in 10 medical students do research; fewer than 2 in 10 physicians ever join a study. What ran out was time, questions, and statistics, never curiosity.

The registry builds itself, runs the treatment review, and brings you the finding. You confirm what matters; the paper follows, reproducible code and all.

AI-scored research topics ranked for the registry (product UI shown in Chinese)
The dual data wheel

The flywheel: each return buys the other

Research-active hospitals show better outcomes and higher patient confidence, and the studies name the mechanism: systematic follow-up. We run it in both directions.

01

Charts and PDFs, extracted by AI

Every record structured, every field traceable to its source.

02

Patient conversations, filed with provenance

The branded assistant answers, assesses, and files it all into the registry.

03

One registry that surfaces findings

Treatment reviews run proactively on your own cohort.

04

Papers and reputation that earn confidence

Research-active care keeps patients, and the loop starts again.

Algorithm benchmarking inside the research engine: performance comparison, metrics heatmap and cross-validation distribution charts

Inside the engine: models benchmarked on your cohort before a finding is surfaced.

The platform

One suite, from bedside records to published evidence

The evidence is already in your clinic. We make it usable: 1 vertically integrated platform, 1 traceable registry.

01

Clinical Database

A structured, longitudinal record for every patient — text, labs, imaging and files — organised by disease and ready to query.

Learn more →
02

Data Capture Automation

OCR and clinical LLMs structure messy records automatically — about 95% accuracy, roughly 5× more usable data, and ~90% less manual entry.

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03

Patient Agent

A branded web & mobile companion for your patients: medical Q&A, appointment requests, at-home assessment and structured follow-up.

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04

Clinical Research Agent

From clean data to a STROBE-style draft: cleaning, model selection, analysis and reporting — the statistician’s workflow, automated.

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A market proven twice, and the gap in the middle

Hospitals already pay for follow-up

Hospital systems buy follow-up platforms and staff call centers; ours runs in 50+ tier-1 hospitals. No individual doctor owns the assistant, the relationship, or the data.

Practices already pay for engagement

Reminder and texting platforms built a category in the US. They message patients; nothing is structured for research, and the patient talks to a generic portal.

Nobody sells both halves

Research tools answer only the doctors who ask, and most never ask. We ask for you, from your own registry, and deliver both returns.

See the full evidence base →

Backed & partnered by

HKSTP — Hong Kong Science & Technology Parks, Incubation Partner CityU HK Tech 300

See both returns in 1 demo

Pick a 30 minute slot, or write to us and bring a sample workflow.