Dr. Neil's Notes
Software > Development > AI in Delivery Systems
Operating model shifts
Introduction
AI changes the shape of work, which means delivery systems need more than new tools. Modern delivery systems need updated team agreements. Roles, decision rights, and rituals must adapt.
Redefine roles by value
People will move toward high-context work. Framing problems, validating outcomes, and deciding tradeoffs are the work people will find themselves doing more. Repetitive transformation and drafting should be delegated to assisted workflows.
Clarify decision rights
Teams and individuals need explicit ownership of model prompts, guardrails, and release decisions. Ambiguity in ownership slows delivery and increases operational risk.
Update team rituals
Incorporate AI performance reviews into iteration ceremonies. LLM model behavior and results should become part of the standard delivery conversation.
Part of the AI in Delivery Systems series.