Insights
What we're learning
Practical, honest notes on building AI for real businesses — what we ship, what we learn, and what we'd tell you before you start.
4 August 2026
Our take on the AI deployment gap and where organisations can win
Model capability might be plateauing, but most organisations haven't deployed the AI they already have. Here's where we think that gap actually closes.
Read →9 July 2026What 11 weeks and 8 AI agents taught us about building for real teams
We ran a whole quarter as one focused sprint, building eight AI agents for Scout Talent. Some shipped fast, one got cut entirely. Here's what that actually looked like.
Read →Thinking about your own AI programme?
Start with a conversation. Tell us what you're trying to solve — and we'll tell you honestly what we think, including if you don't need an agent at all.