RecoveryIQ

RecoveryIQ: Our Story

Inspiration

Some ideas come from research. Ours came from lived experience and the gaps left behind by incomplete healing.

Between the two of us, we carried histories shaped by sport: kalaripayattu, the ancient martial art from Kerala; kuchipudi and bharatnatyam, Indian classical dance forms demanding extraordinary physical precision; BMX biking, alpine skiing, swimming, track and field, and throwing disciplines including javelin, shot put, and discus throw, ball badminton. Years of movement, competition, and, inevitably, injury.

What followed those injuries was a pattern we both recognized: physical therapy sessions that started, and then stopped. Not because the treatment wasn't working, but because the cost was unsustainable. Without continuity, recovery stalled. Mobility losses that should have been temporary became permanent. Those impairments are still with us today.

When we encountered Hydrawav3, we didn't just see a wellness device. We saw a real path toward the kind of recovery we never got to finish.

We also brought something else to the table: a grounding in Ayurvedic medicine from growing up in households where holistic healing was part of daily life, alongside the modern anatomical and biological frameworks we studied academically. That dual lens — ancient and modern, Eastern and Western — shaped how we thought about recovery from the very beginning.

What We Learned

Building RecoveryIQ taught us something that sits at the intersection of physics and healing: the concept of bodily polarity, and how Hydrawav3 engages it.

The body operates across bioelectric gradients. Hydrawav3's Sun and Moon pads create opposing thermal fields, one warming and one cooling, that manipulate these gradients to encourage fluid dynamics, micro-circulation, and tissue recovery. In simplified terms, if we model the thermal differential \( \Delta T \) across a target tissue region as:

$$\Delta T = T_{\text{sun}} - T_{\text{moon}}$$

this contrast creates a directed pressure gradient that the body responds to by mobilizing circulation and down-regulating guarding responses. Paired with photobiomodulation at \( 660\ \text{nm} \) (deep tissue) and \( 450\ \text{nm} \) (surface), and low-frequency vibro-acoustic stimulation, the combined Polar Water Resonance effect exceeds the sum of its parts.

Understanding this mechanism deeply informed how we designed the assessment and protocol recommendation layers of RecoveryIQ because intelligent pad placement and session personalization only matter if you understand why the physics works.

How We Built It

Hydrawav3 already had the foundation. Our job was to build the brain on top of it.

Because the existing infrastructure was already strong, we were liberated to focus on what we do best: bringing creative, personal, and clinical depth to the experience. We designed RecoveryIQ around the three gaps the Hydrawav3 team identified — before, during, and after the session — and built features that close each one:

• A rapid AI-powered intake that flags dysfunction and recommends pad placement before the device is ever turned on
• A protocol recommendation engine powered by Claude that personalizes modality mix, intensity, and duration to the individual
• A post-session recovery ecosystem with AI-generated 4-week plans, daily check-ins, gamified streaks, pose-based ROM tracking, and a practitioner dashboard that keeps the loop alive between visits

We integrated our Ayurvedic background directly into the recovery plan architecture, honoring the body as a whole system, not just a collection of symptoms to suppress. The result is a platform that speaks both languages: clinically rigorous and holistically aware.

Challenges

The most significant challenge was one we didn't anticipate going in: we had no access to Hydrawav3's codebase.

Without it, seamless integration required us to first recreate the entire Hydrawav3 Pro application from scratch — reverse-engineering the interface, replicating the core session flows, and rebuilding the foundational architecture — all within a matter of hours, so that our enhancements had a real platform to live inside.

Paired with the hard constraints of a hackathon timeline, this meant compressing what would normally be weeks of integration work into a single build sprint. Every architectural decision had to be made quickly and correctly. There was no room for significant rework.

We made it work. And in a strange way, rebuilding their app from the ground up gave us something valuable: a complete, intimate understanding of every layer of the system we were enhancing. We didn't just build on top of Hydrawav3. We built through it.

Built With

• .env-environment-variables
• anthropic-claude-api
• async/await
• base64-encoding
• blob-api
• canvas-api
• cdnjs.cloudflare.com
• claude-opus-4
• claude-sonnet-3.5
• claude-sonnet-4-20250514
• content-type-application/json
• css
• css-grid
• css-modules
• css-variables
• dynamic-routing
• eslint
• eslint.config.mjs
• fetch-api
• filereader-api
• flexbox
• getusermedia
• github
• hipaa-ready
• html
• http-post
• indexeddb-ready-architecture
• javascript
• json
• local-first
• localstorage
• lucide-icons
• max-tokens
• mediapipe-cdn
• mediapipe-poselandmarker
• mediapipe-vision
• mobile-first-responsive-design
• next-public-anthropic-api-key
• next.config.ts
• next.js-16.2.4
• next.js-api-routes
• next.js-app-router
• next.js-turbopack-bundler
• node.js
• npm
• package.json
• png
• postcss
• postcss.config.mjs
• promise
• public-directory
• python
• react-19
• react-hooks
• react-server-components
• recharts
• rest-api
• static-assets
• storageevent-api
• structured-json-responses
• svg
• tailwind-css
• textencoder
• tsconfig
• turbopack
• typescript
• typescript-strict-mode
• url.createobjecturl
• useeffect
• useref
• usestate
• vercel
• viewport-meta
• web-camera-api
• web-vitals
• webgl
• webrtc