Right now, OCA is human-in-the-loop.
Richard MarmorsteinCo-author of Ramp's OCA post (job title not stated) · Practitioner, 
Ramp
Post: How we built OCA, our AI on-call assistant, Ramp engineering blog, September 9, 2026.
Filed under
Who is speaking
Richard Marmorstein, Co-author of Ramp's OCA post (job title not stated). Writes as part of the team that built OCA, so Marmorstein knows the numbers firsthand; an employee describing the employer's tool, so promotional by nature. Job title unconfirmed.
How this was checked
Checked against the source by a first reader, then confirmed independently by a second reader who fetched the source without seeing the first reader's notes (Independent review agent (Claude Sonnet), blind second pass from passage text and citation only, no repository access, 2026-10-31).
Matched in the article text embedded in the site JS bundle (index-VvIg-Ti0.js), under the Autonomy heading. Exact match of 'Right now, OCA is human-in-the-loop.' The byline is Richard Marmorstein and Austin Ray (co-authored).
How to cite this passage
Richard Marmorstein (Ramp), “How we built OCA, our AI on-call assistant”, Ramp engineering blog, 2026-09-09. https://builders.ramp.com/post/how-we-built-oca-our-ai-on-call-assistant Archived at https://the-ai-record.com/passages/ramp-right-now-oca-human-loop-2026
More from the same source
In the past four weeks, OCA assisted with 575 of the 1,220 PRs merged to address incidents.
Richard MarmorsteinCo-author of Ramp's OCA post (job title not stated) · Practitioner, Ramp
Post: How we built OCA, our AI on-call assistant, Ramp engineering blog, September 9, 2026.
- 575 agent prs, past four weeks, as of 2026-09. A person approves
Something wrong? Report a correction. JSON: /api/v1/passages/ramp-right-now-oca-human-loop-2026.json