How AutoScout24 built a Bot Factory to standardize AI agent development with Amazon Bedrock
How AutoScout24 built a Bot Factory to standardize AI agent development with Amazon Bedrock
Publish Date: 2026-01-14 16:24:00
Source Domain: aws.amazon.com
- AutoScout24, a leading European automotive marketplace, aimed to utilize AI to enhance operational efficiency across the organization.
- Their vision includes developing a “Bot Factory,” a standardized framework for creating and deploying AI agents.
- The journey started with fragmented experiments across different teams and the realization to develop a unified strategy for AI innovation.
- The team focused on creating an automated support bot to handle repetitive internal tasks, reducing the AI Platform Engineering team’s time spent on support-related activities.
- The architecture leverages a series of AWS services including Amazon Bedrock, Amazon SQS, Amazon API Gateway, and Amazon Lambda, to ensure efficient, resilient, and secure AI agent operations.
- The Bot Factory architecture is event-driven, serverless, and modular, enabling rapid development and deployment of scalable agents.
- The solution abstracts away infrastructure complexities, allowing developers to focus more on business logic and less on underlying operational concerns.
- Key benefits include enhanced team productivity, accelerated innovation, and reduced overhead in AI task management.
- The Bot Factory project has resulted in a validated pattern that serves as a foundation for future enterprise AI development at AutoScout24.
