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6:30
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February 25, 2026

AI-Native Engineering

AI is having a transformative impact on enterprise engineering, highlighted by the predictions that most code will be AI-generated in the near future. WWT's Manju Palakkat reviews how AI will shift from being a tool to acting as a core teammate throughout the software product lifecycle. Manju discussed the concept of AI-Native engineering where AI is integrated across all stages, enabling humans to focus on intent, architecture and oversight. Manju then reviewed the AI-Native Maturity Model, showing that most organizations are still in the early stages of AI adoption, with the goal being full AI-first operations and multi-agent orchestration.

Contributors

Manju Palakkat
Sr. Director of Digital & AI Products
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