Productivity
Productivity & Collaboration
Docs, wikis, project tracking and the AI layers grafted onto all three.
- Tools 01
7
in this category
- Average score 02
81/100
- Free tier 03
6of 7
- Self-hostable 04
0of 7
- Comparisons 05
0
[ 01 ] Our read on this market
Every incumbent in this category shipped an AI assistant, and almost none of them changed how teams work. The exceptions are tools where the AI reads across the whole workspace rather than the open document — context, not capability, is what separates a useful assistant from an expensive one.
What to weigh
- 01
Workspace-wide context
An assistant confined to the current page is a writing tool. One that reads the whole workspace is an institutional memory. Very different products at similar prices.
- 02
Structure vs. freedom
Flexible tools sprawl; rigid tools get abandoned. Assess how much structure your team will genuinely maintain.
- 03
Permissioning granularity
Once an assistant reads across a workspace, sloppy permissions become a data-leak surface. Audit sharing defaults before enabling AI features.
- 04
Search quality
In practice, search is the feature people use fifty times a day. Judge it harder than the roadmap items.
[ 02 ] Productivity tools
