ServicesSupporting practice
AI-Powered Product Development
An AI capability becomes a business when there is a product around it: the interface, the APIs, the data layer, the accounts and the analytics. We design and build web products end to end — React and Next.js frontends, Python and Node backends, real-time features, role-based dashboards — with the AI capability integrated from the start rather than bolted on.
Our founders have shipped full-stack products for a decade: HIPAA-compliant clinical platforms, a live two-sided B2B marketplace, banking UIs, analytics dashboards. The same team that builds your agents builds the product they live in, which is why nothing gets lost between 'the model works' and 'the feature shipped'.
What's included
Named deliverables, not vague verbs
End-to-end web applications
React, Next.js and TypeScript frontends on FastAPI, Django or Node backends.
AI-native product design
Streaming responses, citation UX, human handoff, feedback loops — the interface patterns AI products need.
APIs & integrations
REST and GraphQL services, third-party integrations, event-driven pipelines with idempotency and retries.
Performance engineering
Query optimisation, caching and load work — one marketplace rebuild cut database load 45% at peak.
The evidence
Where we've done this before
Stack for this practice
What it's built with
- React
- Next.js
- TypeScript
- FastAPI
- Django
- Node.js
- PostgreSQL
- Redis
- Cosmos DB
- GraphQL
Evaluator questions
Asked by every serious buyer
Can you take over an existing codebase?
Yes. We audit first, tell you honestly what we find, and improve incrementally — a rewrite is the last resort, not the first proposal.
Ready to scope product development for your business?
Thirty minutes with a founder. You leave with an honest read on feasibility, a first-step recommendation, and no obligation.