Make one high-volume workflow run better.

Automotive

Sales and valuation

Let AI qualify the customer without turning a valuation request into a sale.

Common risk: A natural-sounding reply can reverse who owns the vehicle or confirm a visit that no advisor has accepted.

Ticketing

Inventory and checkout

Answer inventory questions without pretending tickets are held or paid.

Common risk: An assistant may turn visible inventory into a reservation promise, creating disputes when another customer completes payment first.

Commerce support

Returns and compensation

Collect evidence without approving money the assistant cannot spend.

Common risk: A bot can promise a full refund or compensation before anyone verifies the order, damage, or policy scope.

Healthcare scheduling

Appointments and escalation

Help patients schedule care without inventing appointments or diagnoses.

Common risk: A plausible answer can claim a booking exists or downplay a symptom before a clinician has assessed it.

Real estate

Viewings and valuation

Qualify property leads without confirming a viewing or promising a price.

Common risk: An assistant may confirm access to a property, assign an agent, or quote a valuation before the host has done any of those things.

Hospitality

Booking and cancellation

Explain availability and policy without creating a reservation or refund.

Common risk: A guest may act on a reply that promises a room, free cancellation, or refund the property system never approved.

Logistics

Tracking and exceptions

Explain a delivery exception without inventing a delivery time or compensation.

Common risk: A bot may turn an exception scan into a guaranteed arrival time or approve compensation before a claim exists.

B2B SaaS

Accounts and billing

Answer account questions without changing a plan, credit, or permission.

Common risk: An assistant may say a plan was upgraded, a charge was waived, or access was granted when it only saw a request.