
How Trane gets building insights 60x faster with Amazon Bedrock AgentCore
How-To How to actually use this
What changed: Trane Technologies built an AI agent on Amazon Bedrock AgentCore that cuts a 20-minute building diagnostic workflow to 20 seconds.
How to use it:
- Set up an Amazon Bedrock AgentCore environment for your building diagnostics data.
- Configure the agent to accept natural language queries about building systems.
- Connect the agent to your existing diagnostic screens and data sources.
- Test the agent with a sample diagnostic prompt to verify the 20-second response time.
Good for: facility managers and engineers automating building diagnostics.
In about four weeks, Trane Technologies built an AI-powered agentic solution on Amazon Bedrock AgentCore that reduced a 20-minute, multi-screen building diagnostic workflow to a 20-second natural language interaction, a 60x improvement in time-to-insight. This post shares the architectural approach and key design decisions behind the solution.
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