How the payment works
When runway is limited, upfront payments create unnecessary pressure.
Our payment model lets you start building now with a portion paid during delivery and the remainder tied to milestones that make sense for YOUR business, whether that's fundraising, launch, pilot customers, or revenue. We structure terms collaboratively based on your stage and timeline, so you can move fast without burning cash you need elsewhere.
Build
We build your AI product with clear scope and weekly milestones.
Launch
You launch to real users, pilots, or investors with something that works.
Pay
You pay the deferred portion only after the agreed milestone is reached.
Build
We build your AI product with clear scope and weekly milestones.
Launch
You launch to real users, pilots, or investors with something that works.
Pay
You pay the deferred portion only after the agreed milestone is reached.
What we build
We build production interfaces and infrastructure for AI-first teams in healthcare and other deep-tech domains.
Agentic AI & Workflows
Multi-step AI agents that call tools, run RAG over your data, and automate workflows across operations and products.
We build agents that triage requests, draft responses, route tasks, and generate reports with the orchestration and error handling that makes agentic AI reliable for production use.
High-Resolution Imaging & Viewers
Advanced image viewers for high-resolution visual data—from medical imaging and digital pathology to satellite imagery and scientific research.
We build deep-zoom viewers with annotation tools, measurements, and secure storage that handle gigapixel images smoothly across diagnostic and analytical workflows.
Model Hosting, Backends & Cloud Services
Production-grade model serving and backend infrastructure optimized for AI workloads.
We handle inference APIs, GPU/CPU auto-scaling, caching, logging, monitoring, and security; from FastAPI to Kubernetes to serverless so your models run reliably at scale on AWS, GCP, or Azure.
AI Web & App Interfaces
We build responsive interfaces with real-time data, authentication, role-based permissions, and the polish that makes software feel production-ready.
We handle edge cases, performance optimization, and integrations that matter when real users depend on your product daily.
Who we work with & what stage you're at
We work with early-stage teams and help you scope the right level of build for your stage. Whether you need an investor demo, pilot-ready MVP, or production Version 1, we'll structure terms that preserve your runway.
Proof Of Concept/Pitch Demo
For pitch meetings, accelerators, and early fundraising.
A working demo of your core workflow that's impressive enough for pitch decks and investor meetings, even if some features are mocked or simplified behind the scenes.
MVP
For first pilots and real user testing.
A complete end-to-end product with hosting, authentication, and monitoring; everything you need to run pilots, gather feedback, and validate product-market fit without over-building.
Version 1 (V1)
For paying customers and enterprise pilots.
A polished, production-ready product with enterprise-grade security, role-based access, monitoring, and thorough edge case handling, built for paying customers and designed to scale as your business grows.
Why founders pick us
A small, senior team that understands AI products, healthcare constraints, and the realities of early-stage funding.
Deferred payment until you raise
We defer 50-80% of build costs until you close funding, launch to customers, or reach revenue milestones. You preserve cash for hiring, operations, and growth; not paying developers upfront.
AI-first architecture
We build products where AI is fundamental to how they work, not a feature tacked on at the end. Your architecture, data flow, and UX are designed from the start to take full advantage of models, agents, and AI tooling.
Deep healthcare domain knowledge
We understand complex data workflows, medical imaging (DICOM, whole-slide), scientific visualization, geospatial data, and high-resolution analysis. We've built viewers, annotation tools, and secure pipelines, so you don't start from scratch.
One team handles everything
One team handles your entire stack; React/Next.js frontend, FastAPI backend, agent orchestration, and cloud deployment. UI and infrastructure decisions are made together, so your architecture makes sense end-to-end and integration is seamless.
Demo → MVP → V1
We design initial demos with production-ready patterns; proper data models, API architecture, and deployment infrastructure, so transitioning from demo to MVP to V1 means adding features, not rebuilding. You avoid the common trap of `prototype that needs a complete rewrite`.
Built for confidential projects
Most of our work is confidential and we don't share client names, project details, or logos without explicit permission. We operate under NDA by default with secure development practices and can provide founder references through confidential channels when needed.
How we work
A small, senior team that understands AI products, healthcare constraints, and early-stage realities.
Fit call
Understand your idea, data, constraints, and regulatory context so we know what's realistic.
Scope & Architecture
Decide whether to target a demo, MVP, or V1, and map out the tech stack, integrations, and responsibilities.
Design & Prototype
Design key screens and workflows, align on scope and approach, then start building based on timeline and priorities.
Build & Integrate
Implement the complete application stack: frontend, backend, agentic workflows, model serving, cloud hosting, and operational logging.
Launch & support / handover
Launch to production, handle initial support and monitoring, then transition hosting to you or continue managing it long-term.
Discreet by design
Most of our work is under NDA, especially in healthcare and deep-tech. We treat your product details as confidential by default.
Frequently asked questions
Everything you need to know about the product and billing.