More pilots are stalling because firms cannot observe judgment work
More pilots are stalling because firms cannot observe judgment work
IDC's 2026 stall rate and the tiny share of CIOs who say their data work is complete point to a deeper organizational issue than tooling or model access.
Editor's Insight
The visible backlog is data. The hidden backlog is tacit knowledge.
GenAI crosses layers that earlier enterprise waves left intact
GenAI crosses layers that earlier enterprise waves left intact
ERP, SaaS, cloud, and mobile could be deployed as bounded modules. GenAI reaches across functions and starts touching interpretation, synthesis, and judgment.
The overnight AI summary misses the four unwritables
The overnight AI summary misses the four unwritables
Standing, intent, strategic exclusion, and institutional incentive each fail for a different reason, but all fail because the decisive information never entered the observable record.
Better models can make the failure mode harder to see
Better models can make the failure mode harder to see
Scaling improves fluency inside the existing text channel. It does not create a new channel for facts that were never recorded.
Firms need observation infrastructure, not just stronger models
Firms need observation infrastructure, not just stronger models
The adoption unlock is the deliberate construction of observation channels that convert tacit judgment into inspectable organizational evidence.
The visible backlog is data. The hidden backlog is tacit knowledge.