A marketplace needs more than a polished screen. Provider approvals, bookings, payments, disputes and store releases must work together while your team focuses on the experience customers came for.
A card hold remains after a booking never happens.
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An app-store rejection interrupts the release plan.
Start where the pressure is.
These are starting points for a conversation. We scope the workflow around your people, your tools, and the permissions you approve.
WORKFLOW 1
Provider approval, screening and eligibility
WORKFLOW 2
Two-sided bookings, dispatch and live service sessions
WORKFLOW 3
Payment authorizations, releases and provider payouts
WORKFLOW 4
Trust, safety, disputes and in-app communication
WORKFLOW 5
Native integrations and app-store submission preparation
AI for Mobile apps and marketplaces
Explore the work we can help with.
We have built a marketplace and prepared its app-store submissions. The library identifies the implemented software behind it.
25 capabilities and opportunities across 22 areas of the business.
25 are documented built capabilities. The remaining entries are opportunities to explore. Each entry describes a function, not a separate customer or build.
Import camera files wirelessly into the iOS or Android app and check them before upload.
Built capability
Camera import by cable
Import camera files by cable into the iOS or Android app’s media workflow.
Built capability
Scope, suitability, data access and the need for human approval are assessed with you. A capability may be reused across systems.
A practical guide
The AI opportunity in a marketplace is bigger than the app screen
Customers see a booking screen. Your team sees applications, cancellations, payment questions, and disputes. A strong marketplace connects both sides of that experience.
It can help answer approved routine questions, organize case information, and prepare responses. Sensitive disputes, unclear payment situations, and safety concerns need a defined route to an authorized person.
Should operations wait until the app has users?
The basic operating decisions belong in the product design. Even an early version needs clarity about provider approval, booking status, customer help, and who can take important actions.
Useful AI. Clear boundaries.
Choose the work to improve and the data you are comfortable using. We help you decide what runs privately, what can use a hosted model, and where a person stays in charge.