Home / Companies / Bright Data / Blog / Post Details
Content Deep Dive

Build an Enterprise TPRM Agent with Bright Data and OpenHands SDK

Blog post from Bright Data

Post Details
Company
Date Published
Author
Arindam Majumder
Word Count
4,182
Language
English
Hacker News Points
-
Summary

Third-Party Risk Management (TPRM) involves monitoring vendors for potential risks, a task that is often challenging when done manually due to issues of scale, access, and continuity. The manual process typically includes Google searches combined with specific keywords like "lawsuit" or "fraud," but is limited by paywalls, CAPTCHAs, and lack of ongoing monitoring. As a solution, an autonomous TPRM agent is proposed, utilizing Bright Data's SERP API for discovery, Web Unlocker for access, and OpenAI along with OpenHands SDK for action. This agent automates the investigation workflow by searching for risk indicators, bypassing access barriers, and analyzing data for risk severity. It then generates scripts for continuous monitoring. The setup requires Python 3.12, several API keys, and involves a three-stage pipeline of discovery, access, and action. Enhancements include the use of Bright Data's Browser API for dynamic content and complex scenarios, and the system can be deployed using platforms like Railway for production use. The architecture is modular, allowing for easy integration of additional data sources, persistence through databases, notifications, and visualization through dashboards.