https://community.databricks.com/t5/lakebase-discussions/controlling-agent-access-to-tools-and-tool-access-to-data/m-p/152906#M80 <P>I am building an agentic workflow.&nbsp; This is a multi agent workflow - Plan, Reason, Act and Synthesize. Each agent has its own access to tools to take ACTIONS on data. Some of these agents are READ only, some can WRITE/UPDATE<BR /><BR />All data is resident within Unity Catalog when the initial access can be granted.&nbsp;<BR /><BR />When the workflow executes and agents come up with dynamic plans I want to control the type of ACTIONS take on the data based on policy contraints. These are runtime Actions I want to control and monitor.&nbsp; Some agents have read only access, some can write (to specific datasets), some can move data (under some conditions).&nbsp;<BR /><BR />Is there a best practices approach to control agentic worflows at runtime?&nbsp;<BR /><BR /><BR /><BR /><BR /><BR /></P> Wed, 01 Apr 2026 13:15:40 GMT smithsonian 2026-04-01T13:15:40Z https://community.databricks.com/t5/lakebase-discussions/controlling-agent-access-to-tools-and-tool-access-to-data/m-p/152906#M80 <P>I am building an agentic workflow.&nbsp; This is a multi agent workflow - Plan, Reason, Act and Synthesize. Each agent has its own access to tools to take ACTIONS on data. Some of these agents are READ only, some can WRITE/UPDATE<BR /><BR />All data is resident within Unity Catalog when the initial access can be granted.&nbsp;<BR /><BR />When the workflow executes and agents come up with dynamic plans I want to control the type of ACTIONS take on the data based on policy contraints. These are runtime Actions I want to control and monitor.&nbsp; Some agents have read only access, some can write (to specific datasets), some can move data (under some conditions).&nbsp;<BR /><BR />Is there a best practices approach to control agentic worflows at runtime?&nbsp;<BR /><BR /><BR /><BR /><BR /><BR /></P> Wed, 01 Apr 2026 13:15:40 GMT https://community.databricks.com/t5/lakebase-discussions/controlling-agent-access-to-tools-and-tool-access-to-data/m-p/152906#M80 smithsonian 2026-04-01T13:15:40Z