# AI software engineering

Coopers Build

AI in discovery, build and QA. Engineers stay accountable for every line that ships.

Two things in one line of work: AI features for your product, and AI inside the way we deliver. In both, a person stays accountable and every gain is measured.

## What you get

- **AI features**: Assistants, search and automation built into your product.
- **Agents and RAG**: Agents that work with your documents and systems, with sources you can check.
- **AI pair programming**: Our engineers code with AI; a named engineer reviews every diff.
- **AI in QA**: Regression and accessibility scans that run on every release.
- **Measured gains**: We record before and after, so you see what AI changed and what it did not.

## Who is on it

- **Strategy**: We challenge the brief before anyone writes code.
- **PM**: One project manager who owns the deadline: steady delivery, risks in the open, you always in the loop.
- **Front-end**: Fast, accessible interfaces in Astro, Next.js, Nuxt and React.
- **Full stack**: From database to screen: APIs, integrations and CMS that hold up under real traffic.
- **AI**: AI in every step: discovery, code and testing. Machine speed, human signature.

## How it runs

- **Find the use case**: We pick the tasks where AI saves real time or adds real value.
- **Prototype**: A working prototype on your data, with clear limits.
- **Build with guardrails**: Privacy, logging and human review designed in from the start.
- **Measure**: Before-and-after numbers, reported every cycle.

## Questions we hear

- **Is our data used to train models?** No. We use providers and settings that do not train on your data, and we document where data goes.
- **Who is responsible for AI-written code?** A named engineer signs off every change. The speed comes from the machine; the signature comes from a person.
- **How do we know it is worth it?** We agree a metric before we start and report it before and after.

- [Coopers Evolve](/services/evolve.md): Continuous evolution and maintenance, as an Ongoing retainer or a Sprint on an existing project.

## Want to know where AI pays off?

A person from our team answers, not a bot.

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HTML: https://coopers.digital/services/ai