How Outtake Built Dynamic Discovery Using OpenAI’s Agents SDK
About the webinar
Traditional digital risk protection platforms rely on static queries that repeatedly scan the same sources for the same threats. But greater frequency does not necessarily mean better coverage. Across Outtake’s own data, 93% of hourly scans find nothing new.
Outtake developed a different approach called Dynamic Discovery. Built using OpenAI’s Agents SDK, Dynamic Discovery runs different searches during every session, explores emerging threats across the open web, and learns from what it finds. Today, Dynamic Discovery originates more than half of all findings flagged by Outtake.
In this webinar, Outtake will share how it built this technology and why intelligent, adaptive search represents the next evolution of digital risk protection, from detecting brand impersonation and fraudulent domains to uncovering broader cyber threats.
Speakers
Alex Dhillon
Outtake
Nishanth Singaraju
OpenAI
Tracy Meng
Outtake
What you’ll learn
Why frequency-based scanning often rediscovers the same results and how intelligent search can expand threat coverage.
How Outtake used OpenAI’s Agents SDK to build Dynamic Discovery, which plans, tests, and executes different searches during every session.
How Dynamic Discovery learns from live web activity, known threat patterns, and previous results to improve future searches.
How Dynamic Discovery uncovers threats that static monitoring may miss, from brand abuse and impersonation to broader threat intelligence.
