Scheduling & Productivity

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

The scheduling & productivity industry averages 54.9% AI adoption across 3 tracked projects.

Organizations

Total PRs

2386

Avg AI Adoption

54.9%

Avg Cycle Time

4.9h

Organization Comparison

Organization	Total PRs	AI Adoption	Cycle Time	Contributors
Rallly	1124	98.7%	0.5h	3
Cal.com	840	65.0%	3.9h	23
Documenso	422	0.8%	10.4h	13

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.