How I Structure Every AI Consulting Engagement (The 5-Phase Framework)

How I Structure Every AI Consulting Engagement (The 5-Phase Framework) The fastest way to undermine a consulting engagement is to start without a framework. You end up doing ad hoc research, making scope commitments you cannot price accurately, and delivering work that lacks a coherent throughline. I learned this the hard way in my first year of AI consulting. Projects ran long. Scope crept constantly. Clients were not sure what they were getting until they got it. The fix was building a repeatable 5-phase engagement structure — and then using AI to accelerate every phase. Here is exactly how I run every engagement now. Why Frameworks Matter for AI Consulting Specifically AI consulting has a unique credibility problem. Clients have been burned by overpromised automation projects that delivered nothing. They are skeptical. A clear, documented framework signals professionalism and manages expectations before the work begins. It also lets you quote fixed-price projects with confidence. Wh