Signal Efficiency metrics dominate AI agent measurement while revenue impact stays unquantified

Summary

A CB Insights survey finds organisations tracking AI agent success mainly through cost and time efficiency indicators, with the revenue contribution of agents remaining hard to put a number on.

Classification

Main topicIndustry & Supply Chains

Secondary topicsMacroeconomy & Finance AI & Computing

Region menusGlobal

Occurrencescope:global

Impactscope:global

Time horizon0-3 years (2026-07-26)

Last updated2026-07-29 04:49:52

Evidence 2

2026 Tech Trends CB Insights page=10;section=Enterprise & work / AI agents make ROI a moving target 2026-01 accessed 2026-07-26
2026 Tech Trends CB Insights page=10;section=Enterprise & work / AI agents make ROI a moving target 2026-01 accessed 2026-07-26

Part of trends 1

TrendTrend 1: measuring the return on AI agents becomes a moving target3 signals

Directly linked issues 1

IssueWith no accepted ROI method, vendors get to define what agent value means1 trends · 1 signals

Relation types: direct_urgent · supports

Public id: fm-de5119353685