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Technology
The stack
Our full-stack development technologies, used in production across clinical SaaS, AI automation, and mobile applications.
01 — Mobile
Patient & Provider Applications
React Native
Primary Mobile Framework
Cross-platform mobile app development for iOS and Android from a single codebase with full App Store and Google Play deployment.
Mobile Applications
TestFlight
iOS Beta Distribution
Internal and external beta distribution for iOS builds prior to public release.
Beta Distribution
Stripe SDK
In-App Payments
PCI-compliant payment processing, payout management, and platform fee collection.
Payments
02 — Backend
API & Business Logic
.NET / C#
Core API Layer
Strongly-typed, enterprise-grade API layer with role-based access control and HIPAA-aware data handling.
Backend Services
Node.js
Agent Orchestration & Webhooks
Agent pipeline orchestration, real-time webhook processing, and lightweight API services.
Agent Orchestration
Python / Flask
AI Engines & Data Pipelines
AI engines, data enrichment pipelines, analytics, and ML prototyping workloads.
AI & Data Pipelines
03 — Infrastructure
Cloud & Deployment
AWS
Primary Cloud Infrastructure
Cloud-native, multi-region infrastructure using HIPAA-eligible services for clinical and operational workloads.
Cloud Infrastructure
Cloudflare Workers
Edge Proxy & API Security
Edge computing layer for API proxy, security, and performance optimization.
Edge Computing
GitHub Pages
Static Site Deployment
Fast, reliable static hosting with structured SEO implementation and automated deployment.
Static Hosting
04 — AI & Intelligence
Machine Learning & Language Models
Claude API
LLM Backbone
Powers AI assistants, intelligent automation, and natural language processing across clinical workflows.
AI & Automation
MediaPipe + OpenCV
Facial AI & Simulation
Facial landmark detection, mesh analysis, and real-time image processing for treatment simulation.
Computer Vision
Generative Image AI
Generative Image Creation
AI-generated marketing visuals and creative assets for platform campaigns.
Media Generation
05 — Data
Storage & Database
PostgreSQL
Relational Clinical Data
Structured relational storage for clinical records, provider data, appointments, and financial transactions.
Clinical Data
MongoDB
Document Store
Document-oriented storage for agent state, conversation history, and flexible schema workloads.
Document Storage
Excel / CSV Pipelines
Agent Data Exchange
Structured data pipelines for reporting and operational analytics.
Data Exchange
06 — Automation & Outreach
Agent Tools & Marketing Infrastructure
Email Automation
Transactional & Sequence Email
Automated email sequences with scheduling, rate limiting, and deliverability management.
Outreach Automation
Social Messaging Automation
Direct Message Outreach
Rule-based social messaging automation across Instagram and other channels.
Social Outreach
Webhook Orchestration
Form Intake & Event Routing
Webhook-driven form intake and event routing for inbound applications and alerts.
Event Routing
Three principles that drive every stack decision
01
Production-proven, not evaluated
Every tool listed here has been operated in production under real-world conditions.
02
Compliance-first architecture
Compliance shapes technology selection from the start, not as an afterthought. Every choice accounts for data sensitivity, auditability, and access control.
03
Auditability over cleverness
We choose auditable, traceable patterns over clever ones. Every decision leaves a record.
Questions about our approach?
We're happy to discuss architecture decisions and technology choices for your clinical platform.