<ul><li>AI in application development requires operational maturity. Without solid pipelines and DevOps discipline, AI can amplify existing inefficiencies instead of fixing them.</li><li>Adopting AI to accelerate application development is no longer optional. Organizations must have infrastructure automation, a mature API strategy, and a strong data management strategy.</li><li>Successful AI adoption in software development is about enabling velocity through maturity. AI should be seen as an augmentation layer, not a replacement for good engineering practices.</li><li>Building internal platforms and embracing platform engineering is crucial to abstracting infrastructure complexity for developers and allowing them to focus on delivering business value through AI.</li></ul>

AI in application development: Maturity matters more than speed

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