When Content Decisions Require Judgement, Not Tools
Tools and frameworks can surface signals, but they can’t make judgment calls. This article explores the moment content decisions stop being operational and start carrying real consequences for trust, compliance, and AI-driven outcomes.
Is Your ‘RAG’ Leaving Your Knowledge Base Exposed?
Retrieval-augmented generation (RAG) doesn’t fix content debt - it exposes it. When AI-driven answers pull directly from systems like ServiceNow, fragmented and outdated content shows up in the answers themselves, turning governance gaps into trust and experience problems.
When AI Makes Content Debt Impossible to Ignore
AI doesn’t fix content debt - it exposes it. As platforms like ServiceNow use AI to surface answers, outdated and inconsistent content becomes impossible to ignore. This article explores why AI turns content debt into a trust and experience problem, not just a governance issue.
Content Debt is an Expensive Confidence Problem, Not a Volume Problem
Content debt isn’t about outdated pages - it’s about lost confidence. When employees can’t trust information to be reliable, they stop searching, start asking, and rely on workarounds. This post explores how content debt quietly drives productivity loss and operational risk long before leaders realize there’s a problem.