{"type":"post","id":"taxbit-assist-a-grounded-role-aware-ai-agent-fe2ca8","slug":"taxbit-assist-a-grounded-role-aware-ai-agent-fe2ca8","title":"Taxbit Assist: A grounded, role-aware AI agent on Amazon Bedrock AgentCore","description":"Taxbit says its embedded Assist agent has been in production in the US and EU since May 2026, answering dashboard questions with cited product knowledge and role-aware workflow checks.","retrieval_nugget":"Taxbit says its embedded Assist agent has been in production in the US and EU since May 2026, answering dashboard questions with cited product knowledge and role-aware workflow checks. The case matters to teams building AI support in regulated settings because it shows how retrieval scope, trusted identity, data residency, and live evaluation can shape a deployable system.","published_at":"2026-11-07","updated_at":"2026-11-07","record_date":"2026-11-07","date_kind":"published_at","topics":["enterprise-agents","agents"],"entities":["Taxbit","Taxbit Assist","Amazon Bedrock AgentCore","Strands Agents SDK","Amazon Bedrock Guardrails","Amazon S3 Vectors","Cohere Rerank 3.5","Amazon CloudWatch"],"related_patterns":["ai-native-orgs-move-to-review-and-orchestration"],"novelty_label":"new_fact","what_changed":"Taxbit presents Taxbit Assist, a grounded, role-aware AI agent built with Amazon Bedrock AgentCore.","prior_refs":["https://newruntime.com/posts/building-an-ai-powered-contract-intelligence-platform-with-7ab3d6/","https://newruntime.com/posts/agentic-engineering-intelligence-with-amazon-nova-multimodal-embeddings-fe5804/"],"source_url":"https://aws.amazon.com/blogs/machine-learning/taxbit-assist-a-grounded-role-aware-ai-agent-on-amazon-bedrock-agentcore","source_urls":["https://aws.amazon.com/blogs/machine-learning/taxbit-assist-a-grounded-role-aware-ai-agent-on-amazon-bedrock-agentcore"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:taxbit-assist-a-grounded-role-aware-ai-agent-fe2ca8","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/taxbit-assist-a-grounded-role-aware-ai-agent-fe2ca8/","markdown":"https://newruntime.com/posts/taxbit-assist-a-grounded-role-aware-ai-agent-fe2ca8.md","json":"https://newruntime.com/posts/taxbit-assist-a-grounded-role-aware-ai-agent-fe2ca8.json"},"markdown_url":"https://newruntime.com/posts/taxbit-assist-a-grounded-role-aware-ai-agent-fe2ca8.md","next_reads":[{"type":"topic","path":"/topics/enterprise-agents/","url":"https://newruntime.com/topics/enterprise-agents/","title":"Enterprise Agents","reason":"Explore the enterprise-agents topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/enterprise-agents.md","json_url":"https://newruntime.com/topics/enterprise-agents.json"},{"type":"topic","path":"/topics/agents/","url":"https://newruntime.com/topics/agents/","title":"Agents","reason":"Explore the agents topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agents.md","json_url":"https://newruntime.com/topics/agents.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}