Guide · 5 minute read

How AI coding tools cut app costs by 90%.

If you are wondering whether "AI-assisted" means "vibes" or "real engineering", this is the explainer.

The short version

Tools like Claude, Cursor and Copilot are extremely good at the boring half of programming: scaffolding, repetitive UI, boilerplate, basic tests, glue code. They are not good, on their own, at architecture, edge cases, security, or product judgement. So a sensible studio uses AI for the boring half and a human engineer for the half that matters. The 12-week build becomes a 4-week build, and the bill follows.

What the tools actually do

What the tools cannot do (yet)

These are the parts a human engineer keeps doing, on every project, every day.

Why agencies are slow to pass the savings on

If your billing model is "5 engineers at £750 a day for 12 weeks", AI tools that finish the same work in 4 weeks are an existential problem. Most large agencies have not adjusted yet. Some are quietly using the tools and pocketing the difference. A few small studios, ourselves included, have rebuilt the pricing around the new reality.

What this means for you

The same Android app that an agency would price at £40k will cost you £1,400 to £3,200 with us, with the same Kotlin underneath. The same iOS app that costs £80k at a London agency we ship for £2,800 to £4,500. See pricing.

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