The AI maturity gap: Are product teams keeping up?
AI adoption is nearly universal, but is it being used effectively by product teams?
This report goes beneath the AI headlines to explore a question most product orgs are quietly avoiding: Is AI actually making us, and our products, better – or just speeding us up?
In this research, we asked 500 US and UK product leaders to share what's actually changing inside their product organizations: How AI is being used, where it's falling short, and what the next phase of maturity demands. The findings are clear: Adoption is the easy part. What comes next is harder.
What's covered?
Why product teams can't go back
AI isn't an experiment anymore. It's load-bearing. We look at how quickly it became essential – and why the question is no longer whether to use it, but where it actually belongs.
The AI strategy paradox
Most product teams say they have an AI strategy, yet most also admit it's informal. There's a reason those two statements coexist, and it tells you almost everything about why AI transformations stall.
The clarity contradiction
Product teams are pointing AI at exactly the workflows that should reduce noise: analytics, research, feedback synthesis. So why do nearly half still say they're drowning in it? The answer isn't AI.
The bottleneck has moved upstream
Slow execution used to do hidden work for product teams. AI just removed it. We look at what quietly breaks when the friction disappears, and why some of the most confident teams are about to feel it first.
What AI maturity actually looks like
There are five things the product organizations winning with AI are doing differently. None of them are about using more AI. We name them.
About this eBook
A data-led look at where AI actually sits in product work today, drawn from 500 product leaders and supplemented by companion studies with smaller and mid-size product teams. Less hype, more honesty – about what's working, what isn't, and what separates teams who've genuinely matured from teams who've just adopted.
Conducted by Censuswide with 500 product professionals across the UK and US – including PMs, product directors, heads of product, product ops, CPOs, and VPs of product. Fieldwork ran April 9-20, 2026.
Featuring:
Malte Scholz, Head of Product and co-founder, airfocus by Lucid
Jamie Lyon, Chief Product & Strategy Officer, Lucid Software
