
Confluence, Archbee, Spekit and Upland Panviva all promise to make company knowledge useful. The meaningful difference is where each one expects the answer to meet its reader.

Atlassian, Notion, Zendesk, Glean and a pack of rivals spent a decade helping teams write things down. The AI scramble of 2025 rewrote the job description - now the software has to read it all back.