Stop on uncertainty
Refunds, contractual disputes, unclear identity and sensitive complaints should go to a person.
Automation example
Automated customer request processing
Understand a customer request, check the relevant business data and prepare or perform the next approved action.
In short
Understand a customer request, check the relevant business data and prepare or perform the next approved action.
From trigger to result
A controlled workflow
Identify the customer and intentChecked step in the process
Find the related order, invoice or deliveryChecked step in the process
Check the current statusChecked step in the process
Apply the relevant service ruleChecked step in the process
Respond or perform an approved updateChecked step in the process
Escalate complex cases with contextChecked step in the process
Systems and data
Email, help desk, CRM, ERP, order and logistics systems
We confirm the exact interfaces and permissions before implementation.
Human control
Keep evidence
Source documents, validation results and important actions should remain traceable.
Measure the result
Compare human time, errors, rework and exception rate before and after the pilot.
FAQ
Sometimes, but the safe level of autonomy depends on data quality, business rules and the impact of a wrong action.
The standard design is to stop, explain what is missing and route the case to a person instead of guessing.
Next step
Show us one repetitive process.
We will review how it works today, which systems are involved and what can realistically be automated.