Scale AI’s acquisition of ICG Solutions, reported in late April 2026, is the latest move in a pattern that has become familiar: commercial AI infrastructure companies acquiring smaller, cleared defense contractors to compress the timeline between commercial capability development and IC deployment. ICG Solutions operated as a systems integrator and analytics firm with established relationships inside the intelligence community — relationships that take years to build and cannot be replicated through a technical sale alone.