# AWS explains how Taxbit built its role-aware AI assistant on Bedrock AgentCore

> Original title: Taxbit Assist: A grounded, role-aware AI agent on Amazon Bedrock AgentCore

- Source: AWS Machine Learning Blog
- Published: 2026-11-06T16:49:42.000Z
- Bad Influence: https://badinfluence.news/items/n9h6jd4sxicdnhzpexinadvtv
- Original: https://aws.amazon.com/blogs/machine-learning/taxbit-assist-a-grounded-role-aware-ai-agent-on-amazon-bedrock-agentcore/

## Summary

AWS explains how Taxbit built Taxbit Assist, an AI assistant embedded in its digital-asset tax dashboard, on Amazon Bedrock AgentCore. The post covers the architecture, retrieval work for grounded and cited answers, safety and data residency controls, and continuous quality measurement on production traffic. Taxbit says more than 55 percent of users who ask Assist a question return with another within 24 hours.