Module 01
Core platform services
Well-structured services around Sunlight AI's core product.
- →Multi-tenant architecture
- →Auth, roles and audit
- →CI/CD and observability
01 — What we learned about Sunlight AI
Sunlight AI is building an operating system for independent physicians from New York and Miami. $17.4M seed (Oct 2026), and building OS for independent physicians.
02 — The opportunity
Where software helps next.
building OS for independent physicians. New York & Miami. This is the point where the right software decisions are cheapest to make. We would start with the module that moves Sunlight AI's main metric and build the rest on the same foundation.
01
Integration load
Every customer brings different systems to connect.
02
Dashboards
Customers and operators need to see results without asking for a report.
03
Hiring speed
The roadmap moves faster than senior hiring.
03 — Concept film
The idea in 20 seconds.
Interface sketches are illustrative. Final design is agreed with your team in discovery.
04 — What we’d build
Three modules, one platform.
05 — The plan
12 weeks to live.
Senior engineers write the production code. Repositories, cloud accounts and documentation stay with you from day one.
Weeks 1-2
Discovery
Interviews, data review and a fixed scope.
Weeks 3-7
Core build
The first module built and in your hands every week.
Weeks 8-10
Modules two and three
Remaining modules and integrations.
Weeks 11-12
Launch and handover
Live with real users, then code and docs handed over.
06 — Relevant Mariox work
We’ve built this before.
Eka Care ↗Healthcare
Patient records and telemedicine at national scale, with the consent and audit model the category demands.
Healthengine ↗Healthcare
A healthcare platform across app, web and a provider platform, covering discovery, booking and practice-side management.
Livi ↗Digital healthcare
A digital healthcare product on app and web, covering appointment booking, video consultation and clinical notes.
07 — Who you’d work with
The people behind it.
Founders stay on every engagement. The engineers on the first call are the engineers who write the code.
Rahul Garg
Founder
Tripta Mittal
Co-founder
Saswat Sahu
Co-founder
Akash Bhardwaj
Business Head
Get a free estimateReply in 1 day