Find out where AI
actually makes sense.

You know you should be doing something with AI. But what? A 1-2 week assessment that tells you what's realistic, what's hype, and exactly where to start — from someone who's built multiple AI products, not just read about them.


AI is everywhere. Clarity isn't.

Every vendor says AI will transform your business. Most of them are selling you something you don't need. You need a straight answer from someone who builds AI products — not someone who sells AI services.

"We should be using AI but don't know where to start"

You've seen competitors adopt AI. Your board is asking about it. But nobody on your team can give you a technical assessment of what's actually possible.

"We tried AI and it didn't work"

You bought a tool or hired a vendor. It didn't deliver. Now you're sceptical but still know there's opportunity — you just need the right guidance.

"We're being sold to by every AI company"

Your inbox is full of AI pitches. You need an independent assessment from someone who doesn't have a product to sell you — just honest technical analysis.


A clear report. Not a sales deck.

Current State Assessment

An honest review of your data, processes, tech stack, and team. Where you are today.

AI Opportunity Map

What AI can realistically do for your business, what it can't, and where the biggest ROI sits.

Prioritised Roadmap

Quick wins, medium-term projects, and long-term plays — ordered by impact and feasibility.

Build vs Buy

For each opportunity: should you build it, buy an off-the-shelf tool, or use an API? With specific product recommendations.

Skills Gap Analysis

What your team can handle today, what training they need, and when you need to hire.

Cost Estimates

Realistic costs and timelines for each recommendation. No vague "it depends" — actual numbers.


1-2 weeks. Start to finish.

01

Kick-off

A 1-hour call to understand your business, your goals, and what you've tried so far. I learn your world before I assess it.

02

Discovery

I review your data, processes, tech stack, and team capabilities. Stakeholder interviews with key people. I look at what you have, not what you think you have.

03

Analysis

I map your processes against AI capabilities. What can be automated? What can be augmented? What should be left alone? Honest answers only.

04

Report

A 10-15 page written report with findings, opportunities, roadmap, and cost estimates. Plus a presentation to your leadership team.


I build AI products. I don't just talk about them.

5+ AI products shipped to production in the last year
20+ Years in software engineering and leadership
LLM Built a language model from scratch — I know what AI can and can't do

I've built voice AI platforms, AI agent systems, security sandboxes for AI, and a language model from first principles. When I tell you what AI can do for your business, it's because I've done it — not because I read a whitepaper.


Ready to find out where AI fits?

A quick call to see if the assessment is right for you. No pitch, no pressure — just a conversation about your situation.