Context Speaks to the Interface: The Shift from Developer Productivity to Enterprise Velocity

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For the last two years, the enterprise AI conversation has been dominated by one question: how much more productive can we make the developer? The metrics have been familiar: lines of code generated, hours saved, user stories completed faster and pull requests merged sooner. These are useful indicators, but they tell only part of the story. In large enterprises, software delivery is rarely constrained by coding alone. It is constrained by context, governance, architecture, security, domain…