
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.

Two well-funded startups are attacking the same quiet tax on office work - the hours people lose hunting for answers that already exist somewhere in the company. One buries the answer inside the sales tools; the other indexes everything and lets you ask.

Glean, Whatfix, Zendesk, Salesforce, Slite, Spekit, Archbee and Nuclino all sell the same promise - that your team will finally find what it needs. Here is how the eight of them actually split the work.