Knowledge Management
The knowledge management industry averages 21.9% AI adoption across 5 tracked projects.
Organizations
5
Total PRs
2439
Avg AI Adoption
21.9%
Avg Cycle Time
6.6h
Organization Comparison
| Organization | Total PRs | AI Adoption | Cycle Time | Contributors |
|---|---|---|---|---|
| Outline | 1086 | 9.9% | 0.7h | 20 |
| AFFiNE | 489 | 94.8% | 4.0h | 22 |
| Logseq | 378 | 1.7% | 2.8h | 18 |
| SilverBullet | 257 | 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.