
Context Engineering Is the Differentiator Most AI Coding Deployments Are Missing
AI coding deployments deliver real value only when context engineering embeds your organisation’s standards, preventing generic code and constant rework.

AI coding deployments deliver real value only when context engineering embeds your organisation’s standards, preventing generic code and constant rework.

Traditional governance fails for agentic coding tools. CIOs must shift from policy-driven compliance to a least-agency architecture with clear task boundaries.

This practical framework guides executives through four phases to align ICT capability with organisational strategy, ensuring rigorous governance and validation.