A 2027 revenue ramp defines the timeline for GSI Technology and its associative processing unit. The company is pivoting its APU hardware toward edge AI workloads instead of data centers. This shift targets lower power consumption for local processing. Developers should monitor if this specialized architecture can actually compete with dominant GPU edge solutions.