
Scrum.org Community Podcast The 10x Organization: Redesigning for the AI Era with Org Topologies
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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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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.
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.
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.


