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AI engineering & custom software
Applications and AI features built around a real business need.
I build custom applications, dashboards, client portals, websites, and AI assistants. We define the users, data, and workflow first, then choose where AI is useful and where straightforward software is the better fit. The build includes realistic test scenarios, deployment, and documentation for the agreed scope.
What you get
- A written specification and agreed scope
- Application, website, portal, or AI assistant
- Data connections and access controls
- Testing against agreed use cases
- Deployment and handover documentation
Software shaped around your users and workflow, with clear ownership and a documented handover.
How it works

