Beyond the PoC: Engineering for an AI-Native 2026

AI in engineering has been part of strategy decks and shopfloor conversations for years, but the real shift is only visible now: with how deeply it is starting to shape everyday workflows.McKinsey’s latest survey found that around two-thirds of organisations are now regularly using generative AI, nearly double the figure just ten months earlier, with software development one of the most active use cases.