Taxbit Assist: Role-Aware AI Agent on Amazon Bedrock AgentCore
The non-obvious part is the measurement loop: answer quality is evaluated on live production traffic rather than offline benchmarks, a pattern teams can copy for regulated domains. Builders of enterprise agents should study how role-aware permissions and regional compliance are enforced at the agent layer. The stack is AWS-native, making it directly comparable with in-house LangGraph or Azure AI Foundry agent builds.