
MACH Forward: Using AI to Extract Change Bullies & Progress Bottlenecks
What actually blocks change inside organizations, and how do you prove it?
This closed-door MACH Forward roundtable builds on the Feb 3 LinkedIn Live with Jasmin Guthmann and Dylan Valade, where they explored how teams are using AI as a diagnostic tool to surface progress bottlenecks. Not to replace human judgment, but to challenge assumptions, expose friction, and make stalled work visible.
In this follow-up session, we’ll go deeper into how leaders are identifying “change bullies”, the forces, behaviors, and systems that quietly slow progress, and how AI can help teams move beyond opinion-driven debates toward evidence-based decisions.
What we’ll explore
-How teams are using AI to surface progress blockers and hidden friction
-Where change initiatives stall and why it’s often not where teams expect
-How to move conversations from opinion to evidence
-What it looks like to measure progress bottlenecks in real environments
-How leaders are using insights to unblock change without adding bureaucracy
💡 Watch the LinkedIn Live (Part 1
👉 Register now to secure your seat for the roundtable
Attendees














