Observed arrival · 2026-09-07
Govind Ravi Sulekha’s Research-Integrity Portfolio
A product manager’s detailed account of building AI systems for manuscript screening, peer review, and scholarly publishing.
Field notes
The portfolio maps scholarly-publishing problems onto concrete product machinery: an API consumed by publisher-facing products, checks for paper-mill and authorship signals, and integrations that pass through pilots, security review, procurement, and UAT. It reports roughly 60 checks in production and about 8,000 AI peer-review reports since December 2025. The author says clients are described rather than named, so the case studies provide process and scale while withholding customer identities.
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