The Adaptive Business Engine (ABE) is a governance framework for human-AI collaboration that maintains distinctions between capability, authority, evidence, and decision-making. Pilot testing across 16 runs showed comparable performance between ABE and control conditions (7/8 PASS each), though results are diagnostic rather than confirmatory of effectiveness.