AI Adoption & Automation
Most teams know they should be using AI. Most don't know where to start, what's worth building, or how to do it without making a mess. I come in, map where AI can genuinely help - in your codebase, your workflows, or your product - then build it or set it up. And if your dev team needs to work with AI tools properly, I handle that too.
Book an opportunity mapping callGood fit for
- →Teams who want to integrate AI into their product but aren't sure how to architect it cleanly
- →Businesses with manual workflows that could be automated - but nobody has the time or confidence to scope it
- →Dev teams who want to adopt AI coding tools properly, not just individuals fumbling with prompts
- →Companies that have tried AI tools and found them inconsistent or half-useful - and want to understand why
How it works
Opportunity mapping
I look at your codebase, your workflows, and your team. I tell you where AI will actually save time or add value - and where it won't. Usually a 1-day assessment.
Scoped delivery
Each automation or integration is a defined engagement with a clear output. No open-ended retainer, no vague consulting. You know what you get and what it costs.
Team setup
If your dev team needs to work with AI tools - Claude Code, Cursor, agent workflows - I set them up properly and show them how to use them. A working setup, not a training day.
Built AI-driven workflow automation and an intelligent assistant into a SaaS product - prompt design, LLM integration, context-aware suggestions, and agent infrastructure. Also set up structured AI development workflows for engineering teams using Claude Code and agent orchestration patterns.
Scope varies by engagement. Opportunity mapping runs 1 day from £1,500. Automation builds and team setup are quoted per engagement based on what needs doing.
Not sure what's worth building? That's usually the right place to start. Book a call and I'll tell you honestly what would help and what wouldn't.
Book an opportunity mapping callCommon questions before booking.
What does an AI adoption engagement actually involve?
It starts with opportunity mapping - looking at your codebase, workflows, and team to identify where AI will genuinely save time or add value, and where it won't. From there it's a scoped delivery: a defined automation build, LLM integration, or getting your dev team properly set up with tools like Claude Code.
How much does AI adoption and automation cost?
Opportunity mapping runs 1 day from £1,500. Automation builds and team setup are quoted per engagement based on scope - not an open-ended retainer.
Do you set up AI coding tools for existing dev teams?
Yes. If a dev team needs to work with AI tools properly - Claude Code, Cursor, agent orchestration workflows - that's a working setup, not a training day: configured, integrated into the existing workflow, and handed over with a clear picture of how to use it.
Want to see the other engagements I run?
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