Repetitive
The work happens often enough that improvement compounds.
// Method
Start with the workflow. Earn the automation.
We diagnose the current operating path, choose the smallest useful intervention, and expand only after the system proves its return and control boundaries.
// Qualification
The Rule of R
A workflow is a strong agent candidate when all three conditions are true. If they are not, we recommend a simpler tool.
Rule-based
Inputs, decisions, outputs, and exceptions can be described.
Return
The saved time or improved control exceeds the operating cost.
// Method
From workflow audit to operating system.
Audit
Find repetitive, rule-based work with a measurable return.
Pilot
Prove one workflow with real data, guardrails, and human approval.
System
Integrate, observe, document, and improve in production.
// Agent anatomy
The DATA loop
Diagnose
Understand the request and collect the right context.
Assemble
Build a permitted plan from tools and business rules.
Take action
Execute within access controls and approval gates.
Assess
Validate the result, keep evidence, and improve.
// Workflow audit
Start with one workflow.
Bring the process that keeps repeating, breaking, or waiting. We will map the best next step together.
Book a workflow audit