Exactly where we use AI on your project
Most development companies now say they use AI, but few explain where. We do, because how a team uses these tools tells you more about it than any technology list.
Where AI does the work
Boilerplate and scaffolding
The repetitive structure around the real logic, which used to take up a third of a developer's week.
Tests
AI is very good at generating the edge cases a tired developer might forget on a Friday afternoon.
Migrations and conversions
Old framework to new, one database to another, one API format to another. This mechanical work suits a machine, with an engineer checking the output.
Documentation
Written as we go, so it is complete when the project ends.
First-pass code review
It catches the obvious issues so engineers can focus on the subtle ones.
Data mapping
Working out how one system's fields match another's.
Where humans do the work
Architecture
Every significant structural decision is made by an engineer who will still be accountable for it in two years.
Security
Authentication, permissions, encryption and anything involving money or personal data.
Your business rules
The exceptions and the "we always do it this way for that one client" details. Those come from talking to your people.
Final review
Every line that reaches production is read and approved by a named engineer, so nothing ships that the team doesn't understand.
Every conversation with you
Every update you get from us is written by a person.
What this means for your project
Faster first versions and fewer billable hours. More of your budget goes on engineering judgement and less on typing. You also get complete documentation and tests, because the repetitive work no longer costs much.
What it does not mean
We don't generate your product and send you the output. A system nobody on the team understands will fail the first time it needs to change. AI writes some of the code, and an engineer owns all of it.
Related
AI Development Services
Production AI systems built for real use
How We Work
Process, pricing and engagement models
Custom Software Development
Software built around how your business actually works
Not sure yet what you need?
Book a 30-minute call with a senior architect and tell us about the problem. We will explain what it would take to build, roughly what it would cost and whether custom software is the right answer at all.