Post by Gary Walker

Your employees lose 33 days per year searching for information. Now you're adding AI on top of this chaos. What are you optimising for, speed or sustainable capability? After years of working in this space, and months refining the content, I’m sharing my ever evolving guide to responsible AI adoption. It’s 70 minutes (yes, 70 minutes of soothing Scottish tones!) designed to help organisations move from digital chaos to digital clarity. Why most AI implementations fail: - Layering AI onto broken information architecture: amplifies existing problems - Tool sprawl: more systems, more fragmentation, less trust - Speed obsession: while employees lose cognitive capability and confidence - No pathway from individual experimentation to organisational transformation How organisations can succeed: - Foundation-first: fix your information architecture before scaling AI - Strategic consolidation: fewer tools, trusted and adopted - Human-first frameworks: build capability, not dependency - Maturity-based adoption: move step-by-step from chaos to clarity We’re staring down the road to AGI between 2027–2030. The choices you make today set the precedent for how you’ll handle systems 100x more powerful. Organisations that get this right now will dominate their industries. Those that don't will be playing catch-up with expensive technical debt and cognitively dependent workforces. Watch: https://lnkd.in/eZ5pffq5 Would love to connect and discuss more with anyone navigating similar challenges or who has experiences to share from their own AI journey. Please get in touch. #AI #FutureOfWork #ResponsibleAI #OpenAI #Claude #AGI #ASI #HumaneTech Jeff Wellstead Darren Murph Alvaro Oliveira Laurel Farrer Christophe Pasquier 🧚🏻‍♀️ Rowena (Ro) Hennigan Amber Kirkbride Chase Warrington James Wilson Ayman Jawhar Annie Dean Tyler Sellhorn William Lau Shawna Dennis