Mipmap3D builds photogrammetry software for surveyors, architects, and construction teams — turning drone imagery into accurate 3D models. They had a functional desktop application, but the distribution model was a dead end: every customer required a full license purchase, installations had to be managed per machine, and there was no way to onboard users at scale.
They needed to move to the web. A cloud-based product would let them offer monthly subscriptions, reach users without an install, and build a real acquisition funnel. We were brought in to design and build the web frontend and backend API that made that transition possible.
“We had a product people paid for, but no way to grow it. Every new customer required a license conversation. We needed a platform people could just sign up for.”
We rebuilt the product surface in two layers: a web frontend users could access from any browser, and a backend API that handled processing jobs server-side.
We designed and built a React/Next.js web application that replicated the core workflow of the desktop client: project creation, image upload, job submission, and results download. The goal was feature parity with the existing app, delivered entirely in-browser with no installation required.
We built a backend API layer that accepts job submissions from the web frontend, queues processing tasks, and returns results asynchronously. This decoupled the user-facing product from the compute layer and made it possible to scale processing independently of the frontend.
With the product on the web, we wired up user authentication, account management, and a monthly subscription billing flow. Users could now sign up, start a free trial, and upgrade — without any manual sales involvement.
“The desktop version got us our first customers. The web version is how we grow.”
Moving from desktop to cloud isn't just a technical migration — it's a business model change. By rebuilding Mipmap3D's product surface as a web SaaS with a subscription billing flow, we gave them a product they could actually sell at scale.
Modern, proven technologies to build robust applications
React
Next.js
Node.js
TypeScript
AWS
Docker
passport · I-129 · DS-160
policy KB + 12,400 cases
cross-checking eligibility
pending
Agentic AI backend with RAG over immigration policy and 12,000+ historical cases — automated document intake through decision support.
Persistent fatigue and shortness of breath for 3 weeks. No fever.
ASSESSMENT
Possible iron deficiency anemia or thyroid dysfunction.
WORKUP
CBC · TSH · Ferritin · Serum iron
URGENCY
Non-emergent — schedule within 2 weeks.
AI Nurse · Clinical Decision Support · Not a diagnosis
AI-powered medical consultation platform delivering structured clinical assessments, symptom triage, and care recommendations through an intelligent chat interface.
We design and run production workloads on AWS—from landing zones and migrations to AI services, data, and security at scale. Our teams work the way enterprise and regulated environments expect: documented, observable, and ready to operate on day one.
We build on Google Cloud for data, Kubernetes, and analytics-heavy platforms where performance and cost discipline matter. Whether you are modernizing in place or replatforming, we bring architecture leadership and hands-on engineering through launch and steady-state operations.