AI in the Software Development Lifecycle

A playbook for AI-native delivery in financial services

12 Minutes to read

24 Pages

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Where AI meets regulated engineering

AI adoption in financial services is accelerating. But in the SDLC, speed collides with governance, legacy complexity and fragmented delivery pipelines. Without structural redesign, AI risks reinforcing inefficiencies rather than removing them.

This playbook provides a framework for embedding AI into the engineering operating model — safely, with measurable impact and at scale.

From experimentation to enterprise execution

True transformation means more than deploying tools. It requires staged progression — from controlled augmentation to AI-native delivery — supported by defined governance and measurable impact.

This playbook defines how to integrate AI into regulated SDLC environments, including principles, a control framework and phased execution guidance.

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