Vatsal Shah
Certified ScrumMaster® | Agile Technical Project Manager
© 2024 All rights reserved.
Tag Archives: DORA metrics
AI Tool Speed vs Product Outcomes: Why Fast AI Teams Still Fail—and 9 Moves Leaders Use to Win
AI tool speed vs product outcomes is the defining leadership challenge of the AI era. AI tools have dramatically increased the speed of execution — faster drafts, faster prototypes, faster releases. But speed alone does not create customer value. Without clear decisions and outcome ownership, AI-driven activity often results in motion without impact. Introduction: Speed…
AI Accelerates Execution — 9 Discipline Rules That Decide Outcomes
AI accelerates execution.It does not automatically improve judgment. In modern product teams, AI accelerates execution, but clarity still depends on human judgment and discipline. That is the trap many product and delivery teams fall into. With AI, you can draft a PRD in minutes, generate code in hours, and produce ten options before lunch. But…