7 posts
AI governance tools are four different product categories, not one. Which layer each governs, where the gaps sit, and the checklist for evaluating them.
A sovereign AI platform controls the processing tier, not just the hosting region. The six-point checklist for enterprise buyers, and what usually fails it.
Microsoft Copilot answers from everything a user can open, not your approved documents. Why it misses governed company knowledge, and how to fix it properly.
Copilot alternatives in 2026 are no longer a feature comparison. For regulated UK and EU buyers, the question is whether the AI processing layer can be kept out of US jurisdiction at all.
Glean alternatives in 2026 fall into three structural categories. Where Glean and Guru fit, and where sovereign alternatives like AnswerVault solve a different problem.
Enterprise search comparison for 2026: pricing models, contract terms, procurement workflow, and vendor-by-vendor selection criteria for Copilot, Glean, Guru and sovereign alternatives.
Twelve vendors all call themselves AI knowledge management tools and mean four different things. The four enterprise buying criteria that separate the categories.