Overlook Labs scans public sources — including GitHub, npm, HuggingFace, and certificate transparency logs — for accidentally exposed API keys, credentials, and secrets tied to a company's domain. Findings are filtered by AI before delivery to reduce false positives, so reported exposures are actionable rather than noisy. Available as a one-time point-in-time report or continuous daily monitoring with alerting.