Useful Divide
Common is not always highest value.
April makes the leverage gap much clearer: strategy and creative work show up as more valuable than their raw frequency would suggest.
AIDB AI Pulse / January-April 2026
AI value is shifting from efficiency to opportunity.
Across four months of AIDB's AI-forward audience, the next signal is not whether people use AI. It is what AI lets them attempt and how much work they are willing to route through it.
Overall Findings
After adoption comes delegation.
April does not reverse the first three months; it sharpens them. Value has rotated away from simple time saving, delegation remains a majority behavior, and AI takes up an even larger share of the workweek.
The Frame
Efficiency AI does known work faster.
In this cohort, efficiency is a baseline condition. Time saved still matters, but it is losing ground as the primary benefit.
The Shift
Opportunity AI makes new work possible.
The rising signal is capability: workflows, analyses, systems, and outputs that point to what people try once regular AI use is assumed.
Deep Dives
The repeat cohort reinforces the maturation story.
The longitudinal view is directional, but it points in the same direction: AI remains a delegated work surface, and the latest movement is more about operational depth than basic adoption.
Latest Movement
Use this as directional support. The broad monthly trend and the repeat-respondent trend point in the same direction.
Methodology