GoKawiilSurvey: Only 48% of AI analytics agent insights drive business action
A new report finds that analytics agents at surveyed companies generate insights that lead to business-improving actions only 48% of the time on average, up from 37% a year earlier. A smaller group of 'insight leaders' achieve over 70% action rates, while most organizations cite lack of business context and fragmented data as the chief causes of weak insights, and 52% say they generate more insights than can be evaluated.
GoKawiil's interpretation of the reporting above, not reported fact.
The gap between average performers and 'insight leaders' suggests that organizational context and data accessibility, not just agent sophistication, may determine whether agentic analytics investments pay off. The finding that only 24% of firms can evaluate all agent-generated insights implies many companies risk wasting output or, worse, acting on unvetted recommendations.
- Average rate of actionable AI insights rose from 37% to 48% year over year
- Top-performing 'insight leaders' see over 70% of insights drive action
- 55% blame poor insight quality on insufficient business context; 52% report insight overload
Source: technologyreview.com — Mit Technology Review Insights, 2026-11-02
Published there as: “Raising the quality of insights in agentic analytics”
Read the original report → The summary and analysis above are GoKawiil's own, written from reporting by the source above. Facts and quotes belong to the original publisher.