Scrum.org Community Podcast

The 10x Organization: Redesigning for the AI Era with Org Topologies

12 snips
Feb 26, 2026
Roland Flemm, co‑author and OT mapper who designs fit‑for‑purpose structures. Alexey Krivitsky, co‑author and org design consultant focused on AI‑enabled performance. They explore why organizations need a 10x adaptability leap for AI. They explain OT mapping to visualize value flows and dependencies. They discuss mandate conflicts, choosing topologies to match strategy, and starting small with change experiments.
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INSIGHT

Local AI Gains Don’t Guarantee Global Performance

  • AI can create huge local productivity gains that don't automatically translate to global organizational performance.
  • Alexey observed developers sped up with AI tools, yet leaders saw rising costs without system-level improvements because local efficiency hit existing bottlenecks.
ADVICE

Map Value Flows Before Deploying AI

  • Before adding AI broadly, map how your organization creates value and identify bottlenecks to avoid amplifying inefficiencies.
  • Roland and Alexey recommend using OT mapping to visualize handoffs from concept to cash and spot missing mandates.
INSIGHT

Two Mandates Reveal Hidden Organizational Constraints

  • Org Topologies maps two mandates: skills mandate (what skills people may apply) and work mandate (how much of the outcome picture they see).
  • These orthogonal axes produce archetypes that reveal why units depend on each other and where autonomy is limited.
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