Knowledge Management
The knowledge management industry averages 29.1% AI adoption across 5 tracked projects.
Organizations
5
Total PRs
3623
Avg AI Adoption
29.1%
Avg Cycle Time
7.2h
Organization Comparison
| Organization | Total PRs | AI Adoption | Cycle Time | Contributors |
|---|---|---|---|---|
| Outline | 1790 | 6.6% | 0.5h | 15 |
| Logseq | 768 | 40.3% | 6.3h | 21 |
| AFFiNE | 559 | 95.5% | 3.9h | 17 |
| SilverBullet | 277 | 0.0% | 18.5h | 22 |
| AppFlowy | 229 | 3.1% | 6.9h | 6 |
How We Measure
- Data Source
- Merged pull requests from public GitHub repositories, refreshed daily.
- AI Detection
- Pattern detection plus LLM classification from metadata. Source code content is never accessed.
- Cycle Time
- PR creation to merge. Extreme outliers are excluded.
- Data Threshold
- Organizations must meet a minimum PR threshold to appear in public analytics.