Every failed AI "rollout" I've audited has the same root cause: it tried to change everything on day one.
Pick one workflow. Prove it works. Then expand.
Slower to announce. Faster to actually finish.
#AI#AIStrategy#AIGovernance
Most businesses aren't "AI-ready." That's fine.
The real problem isn't the AI — it's that nobody's mapped the process it plugs into.
Process mining finds the bottleneck AI can't fix until you've found it first.
DM me your bottleneck.
#AI#ProcessMining#AIStrategy
25 years of programme delivery taught me: hype cycles are survivable. Skipping governance isn't.
ERP, big data, cloud — same pattern. Winners weren't first; they proved it worked before scaling.
AI's no different.
Reply or DM to talk it through.
I didn't come up through an easy path. It taught me to make a call with incomplete information, under pressure — the exact muscle businesses lose when they hand decisions to AI they don't understand.
The tech was never the hard part. The judgment call was.
I don't usually open with this. But it's the truth, and it's where everything else I do starts: I've been knocked down more than once. Each time, I rebuilt from nothing. 🧵👇
Dr. Mahdi Seify, Programme Leader, MSc Business Analytics, University of Northampton, highlights why decisions should balance outcomes with character, learning potential and judgement.
#IoAConference2026#InstituteOfAnalytics#IoA
This is @Figure_Robot III announced today. I’m sorry but every other form factor besides humanoids will be crushed 🦾🤖🦾
I keep hearing people starting specialized robotics companies, “like robots for laundry”. And the pitch is: “you don’t need a humanoid form factor to do laundry, it can be much simpler”. That’s true. But, humanoids can do everything and will become the default form factor and so will be mass manufactured and so will be extremely cheap compared to lower volume robots. Its so obvious, it will be humanoids doing laundry, not a specialized laundry robot 🤦♂️
The one main exception to that might be line work in a factory where you do just need the arms and you can mass manufacture them (a al @proceptionAI)