We leave product candidates, content pilots, operating reports, and human intervention times in 30-day increments. Only publish numbers that can be shown externally.
Measured metrics from our continuous AI operations. Snapshot from CaseStudy_Surdian/metrics/operational_autonomy_snapshot_2026-06-20.
Wall-clock session span (≈ 21.85 days)
Autonomous operation share (30-min active interval model)
CEO/human message share (sparse human supervision)
Source-like lines (operating infrastructure footprint)
Commits (accumulated operating output)
Overall end goal progress
AI org operating reports, 1-2 utility app candidates, safety content/IP pilots, narrative baseline evidence package.
App candidate public testing, YouTube/Shorts response tracking, B2B content package drafts, portfolio dashboard.
Select viable revenue candidates, ecosystem connection scenarios, investor performance summaries.