Use cases
Concierge-level service for every kind of customer conversation.
AIPranata concierges handle the requests that fill your queues, and route the ones that need judgment to the right person. Here is how that works across industries and teams.
Trusted by teams at
Retail and e-commerce
Every order question answered, every return handled.
Shoppers want to know where their order is, change it before it ships, and return what does not fit. The concierge handles these end to end and knows each customer’s history and loyalty tier.
Handled by the concierge
- Order status and delivery tracking
- Address changes before dispatch
- Returns, exchanges, and replacements within policy
- Product questions from your catalogue
Routed to your team
- Refunds above your automatic limit
- Disputes and chargeback threats
- Complaints from high-value customers
Retail and e-commerce
Customer
Can I change the delivery address for order #48213? I’ve moved.
Concierge
Yes. It hasn’t shipped yet, so I’ve updated the address to Jl. Kemang Raya 12. Delivery is still expected on Thursday.
Address updated before dispatch
Typical systems connected
- Order management
- CRM
- Payments
- Shipping carriers
Hospitality and travel
A front desk that is always open.
Guests ask about bookings at all hours. The concierge confirms reservations, handles changes and special requests, and remembers each guest’s preferences across stays.
Handled by the concierge
- Booking confirmations and changes
- Late check-out and room requests
- Pre-arrival questions and directions
- Loyalty points and member benefits
Routed to your team
- Group bookings and events
- Complaints during a stay
- Requests outside standard rates or policies
Hospitality and travel
Customer
We arrive late on Friday. Can we still check in, and is a quiet room possible?
Concierge
Of course. Reception is open 24 hours. I’ve noted your late arrival and requested a quiet room away from the lift, as on your last stay.
Arrival note and room preference added
Typical systems connected
- Property management
- Booking engine
- CRM
- Loyalty platform
Financial services
Fast answers with strict boundaries.
Customers want quick help with accounts and cards, and regulators want control. Concierges answer service questions after verification and route anything advisory or sensitive to licensed staff.
Handled by the concierge
- Card status, blocking, and replacement requests
- Statement and transaction questions
- Fee explanations based on your published schedule
- Appointment booking with advisers
Routed to your team
- Anything that could be financial advice
- Fraud reports and disputed transactions
- Vulnerable-customer indicators
Financial services
Customer
I think I lost my debit card. Can you block it?
Concierge
After verifying your identity, I’ve blocked the card ending 4471 and ordered a replacement to your registered address. Recent transactions show no unusual activity.
Card blocked and replacement ordered
Typical systems connected
- Core banking or card platform
- Identity verification
- CRM
- Scheduling
Telecommunications and utilities
High volume, handled personally.
Billing questions, plan changes, and service issues arrive in large volumes. Concierges resolve the routine ones with the customer’s account in view and escalate outages and complaints quickly.
Handled by the concierge
- Bill explanations and payment arrangements within policy
- Plan and add-on changes
- Service status checks for an address
- Moving home and transfer requests
Routed to your team
- Hardship and disconnection cases
- Formal complaints
- Technical faults needing a field visit
Telecommunications and utilities
Customer
Why is my bill higher this month?
Concierge
Your bill includes a one-off charge of Rp 150.000 for the roaming pack you added on 3 September. Your regular plan charge has not changed.
Billing question resolved
Typical systems connected
- Billing
- CRM
- Network status
- Field service
By workflow
Where teams start
- 01
Order and delivery support
Status, tracking, and changes to orders in progress.
- 02
Returns and refunds
Eligibility checks, replacements, and refunds within limits.
- 03
Bookings and reservations
Confirmations, changes, and special requests.
- 04
Account and billing questions
Explanations and routine changes after verification.
- 05
VIP and loyalty service
Personal recognition, with fast handoff to account managers.
- 06
After-hours coverage
Consistent service outside business hours, with next-day handoffs.
Start with one workflow.
Most teams begin with a single, well-defined request type, measure it, and expand from there.