Knowledge needs sources and boundaries
Policies, product documentation and business documents are key references for an agent. When building a knowledge base, define the owner, version and scope of applicability of each source so answers can be traced back.
Outdated, conflicting or permission-mismatched material undermines the credibility of results. Knowledge updates and access control should be planned alongside business management.
System connections move suggestions into process
Once connected to ERP, CRM, OA and similar systems, an agent can query status, organize data or initiate operations within its authorization. Capabilities of each system should be encapsulated as explicit tool interfaces.
Read and write should be authorized separately. For irreversible or high-impact operations, present the pending action first and let an authorized person confirm it.
Leave evidence for every execution
Tool calls should log inputs, results and exception details. When problems arise, the team must be able to determine whether the cause was insufficient material, unclear rules, or a failed interface call.
Connections that are observable, reversible and takeover-ready help teams expand automation step by step.