Knowledge Management
The knowledge management industry averages 22.1% AI adoption across 5 tracked projects.
Organizations
5
Total PRs
1978
Avg AI Adoption
22.1%
Avg Cycle Time
6.5h
Organization Comparison
| Organization | Total PRs | AI Adoption | Cycle Time | Contributors |
|---|---|---|---|---|
| Outline | 788 | 10.6% | 0.6h | 16 |
| AFFiNE | 418 | 95.4% | 4.4h | 27 |
| Logseq | 297 | 1.2% | 2.3h | 17 |
| SilverBullet | 247 | 0.0% | 18.5h | 22 |
| AppFlowy | 228 | 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.