Built with AI.
Reviewed by people.

We use AI to help design, code and refine software. Our experience guides the decisions, and we test the result against the work your team needs to do.

01

Understand the work

Agree what we’re building.

Talk through the task, the people doing it and the tools you already use. Agree the scope and how we’ll check whether the software does what you need.

What you receiveA written scope, requirements and agreed checks.

02

Build with AI, test with people

Try a working version.

Use AI to help design, code and refine the software. We review the work and test it with your team against real tasks before agreeing what is ready to launch.

What you receiveA working version, test findings and agreed refinements.

03

Launch and support

Put it to work.

Set up the agreed connections, document the software and help your team use it. Decide together what ongoing support and improvements are needed.

What you receiveA working system, handover notes and an agreed support arrangement.

Decisions that
need a person.

What belongs in the software

We work through the task, budget and existing tools with you. Business experience helps us question a feature before spending time building it.

What is ready to use

Review the code, test normal tasks and failures, and check permissions and data handling. Your team tries the software and helps decide whether it is ready.

What needs approval

Agree which actions the software can take, who reviews AI-generated work and what happens if a connection or task fails.

What do you
need to build?

A website, a business tool or less manual admin. Tell us about the task and we’ll work through what’s possible.

Discuss your project

Websites, business software and automation. Built with AI. Guided by experience. HoshinAI. Intelligence in practice.