Insight

Why Enterprise Software Needs a New Operating Model for AI

AI changes more than coding productivity. It changes how teams design, review and evolve complex systems.

AI is changing how software teams work, but the largest impact may not come from code generation alone.

Enterprise teams need to rethink architecture, review, testing, governance and knowledge management so that increased development speed does not create increased operational risk.

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