AWS ML BlogThursday · July 23, 2026FREE

AI Teammates: how monday.com runs production AI agents on Amazon Bedrock

monday.com has deployed AI Teammates, production AI agents powered by Amazon Bedrock. These agents are integrated into the monday.com work operating system to automate tasks such as project updates, status tracking, and data retrieval. The AI Teammates leverage Bedrock's managed infrastructure for model hosting and inference, allowing monday.com to focus on agent logic rather than underlying model management. The agents use large language models available through Bedrock to interpret user requests and execute actions within the platform. This deployment demonstrates how enterprises can build and run AI agents at scale using AWS's managed AI services. monday.com's approach highlights the practical application of AI agents in a collaborative work environment, enabling users to interact with their projects conversationally. The use of Bedrock ensures low-latency responses and integration with existing monday.com workflows. This case study provides insights into the architectural decisions and operational considerations for running AI agents in production.