Running Amazon Nova Act agents in production with Bright Data

Amazon Nova Act, an AWS SDK designed for building browser agents in Python, emphasizes splitting responsibilities between the agent and infrastructure to tackle the challenges of web access in AI applications by 2026. The key challenge is not the AI model itself but reliably accessing the live web, handling compliance, and geo-targeting, which is where Bright Data’s web-access layer complements Nova Act. Nova Act focuses on executing multi-step browser actions and decisions, while Bright Data handles access to real-time web data, compliance, and scalability. The infrastructure layer utilizes a network of residential IPs for geo-targeting and CAPTCHA management, offering a compliant and reliable access framework. Organizations increasingly rely on structured web data for AI, with 97% using real-time data and 90% facing access restrictions. The agent is best suited for tasks requiring complex decision-making, such as form submissions and navigating multi-step processes, whereas the data layer handles bulk structured data retrieval more efficiently. This architecture, combining Nova Act's decision-making capabilities with Bright Data’s robust web-access infrastructure, addresses the demands of accessing and extracting structured data from the web while ensuring compliance and reliability.

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