Use cases / operational workflows
Guarded AI workflows built around the complete loop.
See how classification, connected context, deterministic automation, bounded agent steps, human gates, observability, and rollback fit together in distinct operational workflows.
Use-case index
Inbound request routing
A controlled routing loop for inbound work: classification, connected context, deterministic rules, human exception gates, observable execution, and measured rollout.
CRM enrichment
A bounded enrichment workflow that gathers connected context, improves the working record, prepares an action for review, and keeps exceptions owned by people.
n8n orchestration
A workflow-first n8n orchestration pattern that separates deterministic rules from unstructured agent steps and preserves human and operational controls.
Document workflows
A document workflow that retrieves from a bounded source set at query time, grounds the next model or agent step, and routes uncertainty through human controls.
Workflow first
Each use case starts with a mapped workflow, a bounded integration scope, named owners, explicit approval and exception paths, observable execution, and a rollback plan before wider autonomy.
Plan a guarded AI workflowStart with a loop
Bring the workflow closest to these patterns. We will map it, agree the operating target, and decide whether an agent belongs in it.
Start a deployment