Scheduling & Productivity

Name: Scheduling & Productivity Engineering Benchmarks
Creator: Tformance
License: https://creativecommons.org/licenses/by/4.0/

The scheduling & productivity industry averages 55.8% AI adoption across 3 tracked projects.

Organizations

Total PRs

1500

Avg AI Adoption

55.8%

Avg Cycle Time

4.1h

Organization Comparison

Organization	Total PRs	AI Adoption	Cycle Time	Contributors
Cal.com	798	68.2%	3.4h	40
Rallly	406	98.7%	0.8h	1
Documenso	296	0.4%	8.2h	20

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.