AI Tools & Demos
Welcome to my sandbox.
I’ve built some lightweight web apps to turn abstract AI concepts into practical, hands-on experiences for executives, product teams and students. Think of these tools as conversation starters: quick ways to explore value, pressure-test ideas and spark the next strategic move.
Learn about our latest pieces.
AI Use Case Explorer
Map your highest-value AI opportunities in minutes.
What it does
Asks a handful of questions about your industry, pain-points and data maturity.
Generates a tailored opportunity map across functions (customer, ops, risk, workforce).
Flags change-management considerations and ethical guardrails for each idea.
Why use it
Perfect for board workshops or executive off-sites when you need to move from “AI sounds cool” to “Here’s where it pays off first.”
AI ROI Calculator
Crunch the numbers behind the hype.
What it does
Lets you plug in cost drivers, expected efficiency gains and adoption ramp-up.
Instantly returns pay-back period, net present value and breakeven date.
Shows a sensitivity chart so you can test best- and worst-case scenarios.
Why use it
Ideal when you’re writing a business case or pitching ROI to finance and risk teams.
Use-Case Clarity
Turn a fuzzy AI idea into a crisp, board-ready one-pager.
What it does
A chat-style coach asks probing questions about objectives, data sources, stakeholders and success metrics.
Refines the conversation into a structured problem statement and success ladder.
Exports a summary you can copy straight into a proposal or project brief.
Why use it
Great for innovation leads who need to move proofs-of-concept through governance quickly.
ProcessMind Forge
Map messy processes into clean, AI-ready workflows.
What it does
Asks guided prompts to capture each step, actor and decision point in your current process.
Visualises the flow on-screen and flags automation or AI-insertion opportunities.
Exports a tidy PDF or JSON you can drop into project docs or RPA tooling.
Why use it
Ideal for transformation workshops and ops teams who need to make the invisible visible—so you can optimise, automate and scale with confidence.