What Goes in a Fulfillment Coordination Dashboard — A Practical Guide
Relay Team
A fulfillment coordination dashboard is the command center for any business that relies on third-party fulfillment centers (FCs) and riders to deliver orders. Unlike generic inventory software or vendor marketing pages, a true coordination dashboard connects orders, riders, stock, and payouts in real time, giving each stakeholder—merchant, FC operator, and rider—the exact view they need. This guide breaks down what belongs inside that dashboard and how the data flows between panels and roles.
1. The Four Operational Panels Every Dashboard Needs
A complete coordination dashboard must surface four core panels: orders, riders, stock, and payouts. These panels update in real time and form the backbone of daily operations. Without any one of them, a merchant or FC operator loses visibility into a critical part of the workflow.
Orders Panel
The orders panel lists every incoming order, its status (pending, accepted, prepared, en route, delivered, or disputed), and key identifiers such as order number, delivery PIN, and customer details. Merchants use this panel to monitor whether an FC has accepted an order; FC ops use it to pick, prepare, and assign a rider; riders see only orders assigned to them. The panel must allow filtering by status, date, and FC location. In Relay’s system, the order number and delivery PIN are the shared identifiers that link the merchant, FC, rider, and customer throughout the lifecycle.
Riders Panel
The rider panel displays available riders, their current assignments, and real-time status (free, en route, delivering, or offline). FC operators assign riders from this panel, and each rider sees only their own manifest. Key data includes rider name, phone number, vehicle type, and current delivery load. A good dashboard also logs rider performance metrics such as on-time delivery rate and dispute count, which feed into the payouts panel.
Stock Panel
Because many merchants keep inventory at FC locations, the stock panel must show item-level quantities per FC. When an order arrives, the dashboard auto-deducts reserved stock and alerts the FC if a restock is needed. Merchants can check stock levels across multiple FCs to decide where to route new orders. This panel also supports inventory adjustments, low-stock warnings, and batch or serial number tracking if needed.
Payouts Panel
The payouts panel tracks financial flows: rider delivery fees, FC storage and handling charges, COD amounts collected (if applicable), and merchant payouts. Each transaction is linked to an order number for auditability. Merchants can see what they owe to each FC and rider; FC operators see earnings and payouts due to riders. Real-time updates prevent disputes and reduce manual reconciliation.
2. Three Viewer Roles, Three Different Views
A good coordination dashboard does not show everything to everyone. Instead, it tailors the data based on the viewer’s role: merchant, FC ops, or rider. This keeps the interface clean and reduces cognitive load.
Merchant view: The merchant sees all their orders across every connected FC, real-time stock levels at each FC, and aggregated payout summaries. They can drill into a single order to see its status, assigned rider, and delivery timeline. The merchant does not need to manage riders directly—that is the FC’s job. The merchant’s role is to monitor progress and handle exceptions (e.g., a dispute).
FC ops view: The FC operator sees orders assigned to their facility, the rider panel for dispatch, stock levels in their warehouse, and payout data limited to their own transactions. They accept incoming orders, prepare items, assign riders, and record proof of delivery. The FC ops view is the most action-oriented panel, because it controls the physical fulfillment and rider assignment.
Rider view: The rider sees only the orders assigned to them, with pickup location, delivery address, customer name, and the delivery PIN needed to confirm handoff. They can mark orders as picked up and delivered, and capture any required evidence (such as a photo or PIN entry). The rider dashboard is a simplified mobile-friendly interface designed for on-the-go use.
3. The Realtime Data Flows That Connect the Panels
What makes a coordination dashboard powerful is the realtime data flow between panels and roles. When a merchant creates an order, the data immediately appears in the orders panel of the chosen FC. The FC accepts or rejects the order. If accepted, the stock panel auto-deducts the items. The FC ops view lets them assign a rider; once assigned, the rider panel updates and the rider receives a notification. As the rider moves through the stages—picked up, en route, delivered—the status updates flow back to the orders panel, so the merchant sees the progress. The payout panel records each step for financial settlement.
Behind the scenes, webhooks and APIs push these updates instantly. For developers, Relay’s Merchant API allows programmatic order creation and status callbacks, enabling custom integrations. But for merchants and FC ops, the dashboard itself provides the realtime views without any coding.
A concrete example: a merchant in Lagos creates an order on Relay. The order appears in the FC’s dashboard within seconds. The FC prepares the item and assigns a rider from the rider panel. The rider receives the pickup details and the customer’s delivery PIN. When the rider arrives, the customer shares the PIN, and the rider enters it to confirm delivery. The status updates to “delivered” in every panel—merchant, FC, and rider—simultaneously. The payout panel logs the delivery fee.
4. How a Coordination Dashboard Differs from Inventory-Only Systems
Traditional inventory management tools, like Zoho Inventory, focus on stock tracking across warehouses. They do not handle rider assignment, delivery PIN confirmation, or proof of delivery—critical steps in fulfillment coordination. A fulfillment coordination dashboard fills this gap. It treats the order lifecycle as a single tracked process from intake to final handoff, not just a stock movement. For Nigerian merchants who rely on third-party FCs and independent riders, this distinction is crucial. Without a coordination layer, order handoff often slips into WhatsApp chaos, with lost messages, missed deliveries, and dispute-prone records.
The coordination dashboard also provides a unified audit trail. Every status change, rider assignment, and proof of delivery is timestamped and linked to the order, making dispute resolution straightforward. Inventory-only systems cannot offer this level of operational visibility.
5. Choosing the Right Dashboard for Your Business
Merchants should look for a dashboard that offers all four panels, role-based views, realtime updates, and an open API for integration. If you work with multiple FCs, ensure the dashboard lets you manage them from one place. You can explore a fulfillment-center directory to find vetted FCs that support such coordinated workflows. For FC operators, the dashboard should simplify rider management and provide clear payout records. Riders need a mobile-friendly view with minimal steps to confirm delivery.
Relay offers a fulfillment coordination dashboard built around these principles. It connects merchants, FCs, and riders in one flow: order intake, FC acceptance, rider assignment, customer tracking with the order number and delivery PIN on the track order page, and proof of delivery. The system handles optional COD records but centers on the delivery PIN confirmation for reliable handoffs. For technical teams, the Merchant API allows deeper integration with existing ecommerce platforms.
Bottom line: A fulfillment coordination dashboard is the operational hub that ties orders, riders, stock, and payouts together in real time. By giving each role—merchant, FC ops, rider—the right view and data, it replaces manual handoff chaos with a trackable, auditable workflow. Whether you run a shop or operate a fulfillment center, investing in a dedicated coordination dashboard is the first step to scaling your delivery operations without losing control.