How Trane gets building insights 60x faster with Amazon Bedrock AgentCore

Artificial Intelligence · 1d ago
Products & Tools API & Dev Tools

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:

  1. Set up an Amazon Bedrock AgentCore environment for your building diagnostics data.
  2. Configure the agent to accept natural language queries about building systems.
  3. Connect the agent to your existing diagnostic screens and data sources.
  4. 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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