Revenera study: software vendors and CIOs still lack visibility into whether AI features are paying off
2026-10-14
A Revenera study cited by CIO Dive found that software vendors and CIOs both need more visibility into how AI tech is being used, amid shifts in pricing structures.
Significance 3: Another named-source study documenting a visibility and measurement gap in AI monetization extends the already-tracked enterprise AI ROI measurement problem, capped at 3 as a single vendor-commissioned study without specific figures disclosed in the material.
Implications · machine-drafted, not owner judgment
This extends a now-dense pattern of named studies — Pluralsight, TrustedTech, Accenture, Gartner, and now Revenera — all converging on the same root problem: most organizations still cannot measure whether their AI spend is producing value. For the owner, each such study is further evidence that org-readiness and measurement-system design, not model capability, is the live bottleneck, strengthening the case for advisory work targeted at that specific gap.
- Whether Revenera or a comparable vendor publishes the underlying figures rather than just the visibility-gap finding
Sources
- press Software providers are still waiting for AI to pay off retrieved 2026-10-14