Is the bottleneck on AI at your company technical or organizational? A new analysis initiative aims to cut through AI hype by focusing on the organizational and technical challenges of making AI work in practice, not just what it can do. The project invites early input from professionals to shape its direction, promising no spam and occasional updates. Clear, measured analysis of what each new development in AI really means for how organizations and the people in them work — minus the noise. Every week the feed shouts about what AI can do. Almost no one explains what it takes to make it real — or why that's the part that actually decides whether it matters to you. Register your interest, and tell me what's actually hardest about AI for you right now. Early answers shape what I build — and you'll be first to see it. No spam. Occasional updates as this takes shape. Unsubscribe anytime. Thank you — what you shared genuinely shapes what gets built next. Keep an eye on your inbox.