AI consumes complexity. Deterministic systems produce the artefact. MCP connects them.
This paper sets out the architectural pattern, governance framework, implementation roadmap, anti -patterns to avoid, and procurement criteria for evaluating vendors. It is a strategic reference for leaders making capital and policy decisions about AI over the next two to three planning cycles.