A small dev team that ships like a bigger one
Sector Software product company, a lean engineering team.
The situation
A handful of developers carried a growing product. Too much of their time went on boilerplate and repetitive code, and the roadmap kept slipping.
What CAPIO did
We introduced AI coding assistants into their workflow properly, with the guardrails and review habits to use them safely rather than blindly. Part of a wider fluency push so the team knew when to trust a suggestion and when not to.
The outcome
- Routine tasks completed markedly faster, freeing time for real problems *representative*
- More shipped per sprint without adding headcount *representative*
- Developers reporting less grind and more focus on the hard, interesting work *representative*
It handles the boilerplate so we can spend our brains on the bits that matter.
- Turning AI activity into a governed programme
- Compliance and competence as the growth engine
- Seeing the whole field, not five percent of it
- An expert made available at scale
- The support desk that answers itself
- An expert on tap for a small firm
- Fluency across a whole small company
- Catching fraud before it lands
- Contracts read in seconds
- More jobs per van, fewer miles
- Cutting the energy bill on what you already run
- Keeping subscribers who were quietly leaving
- Lifting the whole field, not just the top performers
- Buying at the right moment, not out of habit
Case studies are anonymised. Representative outcomes are benchmarked to independent research and illustrate typical results rather than a specific client figure.