Why scaling AI breaks without the right foundations
Many companies have dozens of AI pilots and almost nothing in production at scale. The blockers are rarely the models: they are fragmented data, missing architecture, unclear governance and no operating model to run AI across business units.
I help you build the enterprise foundations: an AI strategy tied to business goals, a target architecture and data approach, governance and security at scale, and an operating model that lets AI spread reliably across the organisation.
Pilots are easy, scale is hard: enterprise AI succeeds on foundations — data, architecture, governance.