Services / Advice and building
From a rough idea
to working software.
I start with the decision, not the model. I help you find the work where AI genuinely helps, build a version you can test on real cases, and take it to production if it earns it.
Tell me about the problem ↗What I do
Find the right AI opportunity
I look at your workflow, constraints and data first, then tell you where AI will genuinely help, and where it will not.
- 01A map of the workflow and its constraints
- 02A ranked list of opportunities
- 03Risks and data gaps, written down
- 04A recommendation for what to prototype
What I do
Build a working prototype
I build a narrow working version, test it on real examples and give you an honest build-or-stop recommendation.
- 01A working slice of the product
- 02A test set taken from real cases
- 03Quality, speed and cost, measured
- 04Human review and fallbacks designed in
What I do
Take it to production
I design and build the full product: workflow tools, assistants, search or carefully bounded agents.
- 01Product definition and roadmap
- 02A designed, working application
- 03Monitoring and evaluation
- 04Secure deployment and handover
What I do
Part-time AI product leadership
Senior product judgement when you need someone to set direction, choose vendors and models, and get people using what was built.
- 01Product or portfolio roadmap
- 02A steady working rhythm
- 03Vendor and model decisions
- 04Clear progress reporting
Hardware and RF products
Physical products change the decision.
My background in electronics, RF, technical diagnosis and international sales helps with requirements, feasibility, supplier conversations and product framing when the product has to work in the physical world.
I am not a chartered engineer, and this is not compliance certification or safety-critical design sign-off.
Talk it through →