AI Adoption Assessment for Industrial and Technical SMEs

Find out where your business really stands with AI - in under three minutes.

Most businesses think they're either miles behind on AI or racing ahead. The truth is usually somewhere in between - and knowing exactly where you sit is the first step to using AI properly.

This short assessment scores you across how you use AI today, how you prompt it, and how confident your team is - then shows you where to focus next. No jargon, no sales pitch. Just an honest picture and a clear next step.

Why AI adoption is really about people, not technology

There's a lot of noise about AI right now, and most of it misses the point. The businesses pulling ahead aren't the ones with the most advanced tools - they're the ones who've built the skills, the structure and the confidence to use AI properly.

The latest 2026 research backs this up. Adoption is heavily concentrated at the top of most organisations, with senior leaders far ahead of the specialists and frontline staff who'd actually save the most time. And the biggest barrier to closing that gap isn't budget or technology - it's skills and change management.

What this assessment measures

The assessment looks at where you sit across several dimensions of AI maturity:

• How frequently you and your team use AI
• The breadth of tools and platforms you've adopted
• How you prompt - from basic questions to structured, repeatable instructions
• Whether you've explored more advanced features like Projects, custom GPTs and deep research
• Your confidence and attitude towards experimenting with AI

Based on your answers, you'll be scored into one of three profiles - AI Apprentice, AI Operator or AI Engineer - each with a clear sense of what to do next.

AI Apprentice

You're at the start of the journey. Some experimenting, but no real structure behind it yet. The priority is building solid foundations so AI becomes a reliable part of how you work, not an occasional novelty.

AI Operator

You're already getting real value from AI day to day. The gap is consistency - turning what works by chance into something repeatable and dependable across your team.



AI Engineer

You prompt deliberately, iterate well and treat AI as a system rather than a search box. You're in the small minority using AI the way it's designed to be used.



What to do with your result

Wherever you land, the path forward is the same three steps: audit where your people actually are, build a clear strategy for where AI adds value, and train each role for what they actually do. Most businesses skip straight to buying tools - and that's exactly why so many AI efforts stall.

Who this is for

This assessment is built for MDs, commercial directors and operations directors of industrial and technical SMEs - engineering, manufacturing, construction and technology businesses - who want a clear, practical read on where they stand, without the hype.