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.
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