Observed arrival · 2026-09-27
Ouroboros Endpoint’s cathodic-protection first pass
An independent AI and systems contractor documents a draft workflow for reviewing cathodic-protection station records, with a rubric, urgency scores, and a specialist review queue.
- For
- Cathodic-protection specialists reviewing station records
- Worth noticing
- Sixty-five low-confidence outputs stayed visible for review; the model did not change the company’s original status or deterministic condition grade.
Field notes
The workflow starts with a supplied workbook, preserves the company’s labels, and applies a documented draft rubric before producing a specialist review queue. The page reports 155 de-identified numeric records, with facility IDs and GPS coordinates omitted; 81 received provisional grades while 74 lacked enough core evidence to score. It also says 111 rows had at least one review flag, while explicitly noting that urgency has not been validated against specialist-labeled station outcomes.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue