AI Is Powerful. It's Also Not Magic.
Intelligent solutions that add genuine value. No hype, no black boxes.
The Reality of AI
What AI Can Do
- +Automate repetitive tasks at scale
- +Process and analyse data faster than any human
- +Power conversational interfaces that actually help users
- +Assist with code generation and documentation
- +Accelerate development workflows significantly
What AI Can't Do
- -Think creatively or solve genuinely novel problems
- -Understand business context without being told
- -Make judgment calls that require experience
- -Replace an engineer who actually knows what they're doing
- -Guarantee its output is correct - it still needs checking
The Point
AI is a tool. A powerful one, but still a tool. And like any tool, it's only as good as the person using it. You need someone who can spot when it's wrong, build the systems around it, and solve the problems it can't even understand. That's where an actual engineer comes in.
What I Offer
AI solutions that are practical, maintainable, and actually useful:
Chatbot Development
Conversational AI that genuinely helps users. Not the frustrating kind that makes people want to throw their laptop out the window.
Process Automation
Intelligent workflows that handle repetitive tasks. Proper automation with error handling, not just scripts that break when something unexpected happens.
LLM Integration
Claude, custom models, enterprise-ready integrations. Making AI work within your existing systems without requiring a complete rebuild.
AI Strategy
Honest assessment of where AI makes sense and where it doesn't. No pushing technology for technology's sake.
My Approach
Use AI where it adds value. Keep humans in the loop. Build systems that are transparent and maintainable. No black boxes, no magic, no promises that can't be kept.
Interested in AI solutions for your business?
Let's Discuss Your Project