Operating area 04
Customer operations
The repeat questions answered instantly. The hard ones routed to a human fast.
Inside the workflow
See the handoffs. Know the controls.
Select a step to see how this illustrative pattern connects the trigger, the decision and the system of record. Your final scope is agreed in discovery.
Resolve the routine. Hand over the context.
Connect the request to approved information, with a clear route to your team when judgement is needed.
“Where can I find the delivery update?”
Capture the request
Support request captured in the service desk.
The request contains a complaint that needs a service owner. The workflow pauses for human review.
Practical scope
The work we can connect.
Start with one of these repeated activities, then expand only when the first workflow has earned the next step.
- 01Inbound calls and messages answered on first ring, in the customer's language
- 02Order, delivery, booking and ticket status from your live systems
- 03Booking, rescheduling and cancellation end to end
- 04Returns, replacements and warranty intake
- 05Post-interaction feedback and CSAT capture at scale
- 06Routing and warm handover to the right human, with the context attached
- 07Complete transcripts, sentiment and outcome tagging on every interaction
Why this work accumulates
Most contact volume is a small number of questions asked many times: where is my order, what are your hours, can I change my booking, how do I return this. Automating the predictable band is straightforward. Doing it without destroying the experience for the customer whose problem is genuinely hard is the actual engineering.
The honest boundary
Know where automation stops.
Two of the most public failures in this category — a fintech that automated two-thirds of chat and later rehired for complex cases, and a bank that reinstated forty-five roles after call volumes rose — both came from automating past the judgement boundary. We set that boundary before the build and we hold it.
Operating context: Contact-centre seats, BPO contracts, helpdesk licences. Discovery tests the business case before a build is proposed.Ravan.ai group experience
The context behind the capability.
Inbound reception, order desk and feedback programmes run in production across retail, banking, hospitality and healthcare clients.
Start with a working session
Bring one customer operations workflow.
Map the current process, identify the human decision points and leave with a recommended next step.