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AI / GenAI Engineering

AI product development

End-to-end AI product builds — UX, model, retrieval, eval, and ship. Available on the partnership model.

Services/AI / GenAI Engineering/AI product development
The problem

Sound familiar?

  • 01Notebook prototype works; productising it has stalled for months.
  • 02Model and product teams are silos with no shared definition of done.
  • 03Funding the engineering for an AI bet is harder than the bet itself.
What we deliver

Concrete outputs.

Discovery and scoping with user research
UX and product design through to high-fidelity prototype
Model selection and retrieval architecture sized for your data
Production deployment in your VPC with private LLM where required
Eval-gated CI/CD with on-call from day one
In-product feedback loop and continuous improvement
Methodology

How we run it.

Phase 1

Discover

Users, problem, success metrics, eval design.

Phase 2

Design

UX, architecture, security boundary, partnership terms if applicable.

Phase 3

Build

Two-week sprints, weekly demos, eval gates.

Phase 4

Launch

Production cut-over, monitoring, growth instrumentation.

Engagement & pricing

From $60,000 SOW · Partnership: $0 upfront, rev-share or equity

How we work
Get started

Ready to scope ai product development?

Book 30 minutes — we’ll tell you honestly whether the partnership model fits or whether an SOW is the better path.