AI Build · Product and engineering leads at funded startups
AI features your customers actually use, shipped to production.
We design, build and run AI inside your product or operations: search over your data, copilots, document processing and agents. You get working software with evaluation and cost controls, not a demo.
Every project is scoped and quoted after a free discovery call.
Most startups don't need an AI strategy deck. They need one AI feature that works reliably for real users, at a cost that makes sense. That's what we build.
We start with a short paid discovery sprint to prove the idea on your data, then build it into your product with tests, monitoring and a clear monthly running cost.
What we build
What you get
Search and answers over your data
Retrieval-augmented search across docs, tickets and knowledge bases, with sources shown.
Copilots inside your product
Assistants that draft, summarise and act inside the workflows your users already have.
Document processing
Extract and check data from invoices, contracts and forms, with a human review step.
Agents and automation
Multi-step workflows that call your APIs and hand off to a person when unsure.
Content and moderation
Generate, moderate and route content at scale, escalating edge cases to your team.
Evaluation and cost control
Test sets, quality scores and usage budgets so you know it works and what it costs.
How it works
From first call to launch
- 0130 minutes
Discovery call
A free 30-minute call to understand the problem and whether AI is the right tool.
- 022 weeks
Discovery sprint
We prototype on your real data, measure quality and estimate running costs.
- 034 to 10 weeks
Build
A fixed-scope build into your product, with weekly demos in the client portal.
- 04Ongoing
Run and improve
Monitoring, model updates and improvements on a monthly care plan.
Questions
Things people ask
Do we need our own data science team?
No. We bring the AI and engineering skills and work alongside your developers, or own the build end to end.
Which models do you use?
Whichever fits the job and budget: hosted models from the major providers, or open models you run yourself when data must stay in-house.
Who owns the code?
You do. Everything we build for you is yours once invoices are paid.
Can you work with our existing stack?
Yes. We regularly work with Python, TypeScript, Next.js, Django and Node, on AWS, Google Cloud and Azure.