For the founder who needs to ship, not staff up
A senior team to take an AI product from prototype to paying users, without hiring a full team first.
The problems we hear most
- You need a working product before the next funding conversation
- You cannot yet afford, or find, a full AI team
- The prototype breaks with real users
- Model costs could eat the margin
What we build for you
- A product designed around what the model can and cannot do
- Production engineering: auth, billing, metering, monitoring
- Cost per user modelled before you set the price
- A clean handover when you hire your own team
What the first four weeks look like.
Week 1
Sharpen the one job the product does and design around the model's limits
Weeks 2 to 3
Build the core flow end to end with real data
Week 4
Private beta with usage and cost dashboards
Timelines depend on data access and approval speed. We confirm them on the strategy call.
Services most relevant to you
AI Product and Platform Development
AI-native web, mobile and API products designed around what the model can and cannot do, shipped and maintained by one team.
Learn more →Generative AI Application Development
Customer-facing and internal LLM products, from document drafting to AI copilots inside your SaaS.
Learn more →Inference Engineering and Optimisation
Serving stacks tuned for speed and cost: quantisation, batching, caching, speculative decoding and GPU planning, measured on your own traffic.
Learn more →Which of these sounds like your week?
Pick the closest problem. An engineer replies within one business day with how we would start and what the first month would leave you with.
- A first-month plan for your role
- What we would build and what we would leave out
- An honest view on whether now is the time