Revia: Building an intelligent recovery companion from the ground up
Revia is a B2C AI health product designed to close the support gap in post-operative recovery — a $490B+ global opportunity sitting at the intersection of digital health, conversational AI, and patient experience.
It is a conversational AI companion for people recovering from major surgeries or illnesses. It helps patients understand what's normal at every stage of recovery, log their daily health data, and get medically grounded answers — all through a warm, memory-enabled chat interface that remembers their entire journey.
Product Design & Research
Ongoing
3 teammates
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Revia is an idea that is currently being built into a real product.
Revia: AI for post-op recovery
DISCOVERY
I was bedridden for months and couldn't understand my recovery
26 December 2024
I was diagnosed with necrotizing fasciitis, a rare, flesh-eating infection with a 30% mortality rate.
What followed were months of being bedridden, scared, and completely in the dark about my own recovery. The biggest challenge was knowing if I was actually healing or not.
Is this swelling normal for week three? Should my wound look like this? Am I healing or getting worse? I had questions constantly during my recovery in the hospital and even after I was discharged. It wasn't the flu; nobody knew what to expect at what stage, and that made my journey to recovery hard.
INITIAL RESERACH
The problem is bigger than one patient
20M
GO THROUGH LONG TERM POST-OP RECOVERY EVERY YEAR
1 in 3
EXPERIENCE POST SURGERY DEPRESSION OR ANXIETY
70%
PATIENTS STRUGGLE TO TRACK HEALTH DATA CONSISTENTLY, CREATING DANGEROUS GAPS WITH DOCTORS
RESEARCH
The market has data. It does not have answers.
Nothing connects tracking + expected recovery knowledge + emotional support + persistent memory in one experience. That's the gap Revia fills.
PROACTIVE
Revia
CLINCIAL
HUMAN
Hospital Portals
Fitness Apps
General AI
Wearables
Therapy Apps
REACTIVE
CONCEPTS
Three gaps. One product. Zero compromises.
RESEARCH
General AI and health apps answer questions. Revia understands your recovery.
Fitness Apps
Hospital Portals
Therapy Apps
Health Tracking
Medical Guidance
Emotional Support
Revia
Generative AI
Wearables
Emotional Support + Medical Guidance
Health Tracking + Medical Guidance
Health Tracking — logging, trends, longitudinal data
Emotional Support — warmth, tone, reassurance
Medical Guidance — what's normal, stage-aware information
Memory — remembers your history, no repetition
Proactive Surfacing — tells you what to expect before you ask
Low Friction Input — designed for low energy, compromised physical state
SOLUTION
Revia isn't just an app. It's a recovery ecosystem
What we're building now A conversational mobile companion for post-op patients — logging, tracking, guidance, and memory in one calm experience.
FINAL DESIGNS
Home Screen Dashboard
AI Design Pattern · Proactive Surfacing
Health Tech · Stage Aware Content
Know what to expect today, not just how you're doing, but what's normal for where you are in recovery. Gentle check-in nudge, today's expected milestones, recovery snapshot at a glance.
FINAL DESIGNS
Your Recovery Arc
Positive Mindset · Progress Framing
Health Tech · Trends Visualisation
Weekly patterns across pain, sleep, and nutrition. Because one bad day isn't a setback — it's data. Visualised to show progress over time.
FINAL DESIGNS
Daily Logs
AI Design Pattern · Low Friction Input
Health Tech · Longitudinal Tracking
Conversational, not clinical: pain, swelling, mood, sleep, nutrition — logged through gentle prompts, not medical forms. Designed for someone with low energy and high anxiety.
FINAL DESIGNS
Talk to Revia
AI Design Pattern · Persistent Memory
Empathy · Anxiety Calibrated Tone
It Remembers Everything. Ask anything about your symptoms, your emotions, your recovery. Get medically grounded, cited answers. Never repeat your history. Revia carries context across every conversation.
Where are we at, now
We are currently talking to patients and doctors to validate our assumptions and find a product-market fit before building further.
DATA AND PRIVACY
Health data is personal. We're treating it that way.
Recovery data is among the most sensitive information a person generates. We're building Revia with compliance and trust as foundations, not afterthoughts.
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HIPAA: End-to-end encryption, data minimisation, patient consent at every collection point — designed for US healthcare compliance from day one
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India DPDP Act: Localised data handling, explicit purpose limitation, and user-controlled data deletion built into the architecture
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Clinical Trust Medical information is cited, not generated. Revia surfaces verified recovery guidance — it doesn't invent it.
IMPACT
What Revia could changes?
30%
ESTIMATED REDUCTION IN CAREGIVER WORKLOAD THROUGH IMPROVED PATIENT SELF MANAGEMENT
50%
PROJECTED IMPROVEMENT IN RECOVERY ADHERENCE
WHAT NEXT?
We're currently building. Come back soon.
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Revia is live in design. The conversational layer is in active development. Wearable integration is being explored. A doctor-facing dashboard is on the roadmap.
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This isn't a concept. It's a product in progress, built by someone who needed it and couldn't find it.
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We have a team of backend engineer and a design engineer with medtech experience, and we are currently looking for a full-stack front-end engineer to support us.
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