Comprehensive healthcare management platform with EMR, patient records, billing, telehealth, and AI-powered virtual assistant — all in one production-grade system.
Faster billing cycles
Comprehensive healthcare management platform with EMR, patient records, billing, telehealth, and AI-powered virtual assi…
Patient records managed
Comprehensive healthcare management platform with EMR, patient records, billing, telehealth, and AI-powered virtual assi…
Reduction in no-shows
Comprehensive healthcare management platform with EMR, patient records, billing, telehealth, and AI-powered virtual assi…
Medical Office Force is a full-stack healthcare platform designed to unify fragmented workflows inside clinics and hospitals. From electronic medical records and appointment scheduling to insurance billing and telehealth video calls, the platform replaces multiple point solutions with a single, cohesive experience for both staff and patients.
We validated every challenge before writing production code. The right column shows the pain points we tackled head-on and how we approached each one.
Implemented field-level encryption on DynamoDB with KMS-managed keys and strict IAM role boundaries per tenant.
Used AWS API Gateway WebSocket connections with DynamoDB Streams to push delta updates instantly to all connected clients.
Built a middleware layer that translates internal data models into X12 837/835 EDI formats for major payers.
The instinct on complex projects is to rebuild everything from scratch. We pushed back. A full rewrite often means months of regressions while engineering rebuilds features that were already working.
We mapped the existing workflow against actual usage. The result was clear: a small set of features accounted for the majority of user time. We rebuilt the core, shipped fast, and extended outward.
On the technical side, we made clear decisions early and held them. The right column shows what we chose, and why.
Custom Electronic Medical Records (EMR) — built for this product's exact needs and data model.
Generic SaaS tool that would require heavy workarounds and compromise the user experience.
Custom Telehealth Video Consultations — built for this product's exact needs and data model.
Generic SaaS tool that would require heavy workarounds and compromise the user experience.
Custom Insurance & Billing Automation — built for this product's exact needs and data model.
Generic SaaS tool that would require heavy workarounds and compromise the user experience.
Custom AI Virtual Assistant — built for this product's exact needs and data model.
Generic SaaS tool that would require heavy workarounds and compromise the user experience.
Every feature was scoped and delivered with a focus on speed, reliability, and getting out of the user's way.
Structured patient records with diagnosis history, prescriptions, lab results, and notes accessible by authorised staff in real time.
HIPAA-compliant video calls between patients and providers with screen sharing, chat, and session recording.
Automated claim generation, eligibility checks, and payment reconciliation, cutting billing cycles by 90%.
Conversational AI bot embedded in patient portal for symptom triage, appointment booking, and FAQ resolution.





React Native cross-platform app for iOS & Android allowing patients to manage appointments, view results, and message doctors.
WebSocket-powered alerts for appointment reminders, lab result availability, and billing status updates.
We benchmark before we touch anything. Every metric was logged before we wrote a line of production code.
We ship fast. Talk to us about your product idea and we'll tell you exactly how we'd approach it.