Coordinated Laundry Operations for Skipwash with a Multi-Tenant Marketplace

Vendors, delivery teams, and building staff each worked from disconnected systems. No single record held an order's full history, and tracking an order across the network was close to impossible.

Four stakeholder groups had to work on the same platform at once. Each needed to see only its own workflows and data, with no overlap or data leakage between tenants.

Weekly recurring pickups, multi-stop delivery routes across buildings, and vendor handoffs needed a structured logistics system. That system also had to support one-off overrides on top of recurring patterns, with execution tracked in real time.

Priority-based assignment would drain the primary vendor while others sat idle. The business needed fair distribution that still respected each vendor's capacity and kept fulfillment efficient.

Subscription plans had to support skips and plan changes. Pickup orders needed to generate automatically on weekly or bi-weekly schedules, across two distinct billing models.

Order progress, pickup status, processing stages, and delivery updates all had to be visible live to customers and operators. Polling-based updates would be too slow and too resource-intensive at scale.

Customer payments, vendor payouts, and building contribution settlements all ran through one system. Every transaction record had to stay accurate and auditable.

The backend had to absorb concurrent checkouts, daily order generation for every subscriber, route orchestration, payment processing, and multi-channel notifications at the same time. None of it could produce race conditions or dropped jobs.

Public holidays, vendor leaves, and delivery partner leaves affected several systems at once: subscription order generation, vendor matching, customer pickup date selection, and Stripe billing anchors. All of them had to respect one shared calendar without manual intervention.

Complaints could come from a customer, a vendor, or a delivery partner. Payout on that order had to stay blocked until the dispute was resolved. Paying out on contested work was a direct financial risk.