AI Powered integration with expert operators

Scend and Mirakl

Integration Agency & Consultants

Marketplace seller ratings often drop when Scend does not receive the order pick-list fast enough, leading to fulfilment delays and contribution margin erosion through penalties. At scale, the lag between marketplace sales and warehouse data creates overselling risks that threaten your Mirakl standing. We synchronise the lead-time between Mirakl and Scend to ensure orders are accepted and dispatched within marketplace windows. This integration removes the manual intervention that causes stockouts by maintaining a reliable inventory sync from the facility to multiple Mirakl-powered channels.

Castore
Lounge
Oliver Bonas
Green People
Tatty Devine
Cult
Modernising retail operations with Scend and Mirakl

Integrating Scend and Mirakl enables swift connectivity, enhancing your multi-channel and omnichannel retail strategies. Our expertise ensures seamless system integration for unified retail experiences. Leverage our consulting and delivery skills to boost operational efficiency and tech stack performance. We provide comprehensive training to help you scale rapidly and effectively.

Solution Design

The design for Scend and Mirakl prioritises inventory truth across distributed marketplace channels. Scend acts as the authoritative source for sellable stock, pushing quantities to Mirakl to reflect warehouse availability. We sequence the order flow so Mirakl remains the entry point for marketplace sales, pushing validated orders to Scend for fulfilment. A primary design trade-off involves sync frequency. While rapid inventory updates reduce overselling during peak trading, they increase the risk of sync failures under high load. We typically mitigate this by using triggered stock updates alongside a regular reconciliation of the Scend 'Available' quantity. This model ensures the operations team relies on Scend for physical truth while finance reconciles marketplace payouts against fulfilled order records. This structure prevents ownership leakage where marketplace cancellations might otherwise go unrecorded in the warehouse.

Managing automated data flows and stock synchronisation

The integration maintains a consistent flow between Scend and Mirakl to secure fulfilment accuracy. Mirakl captures customer orders and pushes them to Scend for picking and packing once fraud checks are complete. After Scend confirms a shipment, tracking information flows back to Mirakl to update the order status and trigger customer notifications. Inventory levels are mastered in Scend, with 'Available' stock figures pushed to Mirakl to prevent overselling. Monitoring is embedded at each stage to catch data mismatches before they impact marketplace ratings. This ensures marketplace orders move from capture to dispatch without manual intervention or source-of-truth ambiguity.

Orchestrating scalable connections through IPaaS middleward

Cogent2 uses IPaaS to streamline Scend and Mirakl integrations, enhancing efficiency and scalability. IPaaS offers seamless data flow, reduced manual intervention, and faster deployment, enabling Cogent2 to deliver robust integration solutions with improved agility and reduced costs.

Surfacing system errors and sync discrepancies

Standard reports often hide the incremental errors that lead to inventory and order discrepancies. We provide visibility into the specific causes of sync failures, such as rejected shipment updates or orders that fail to post due to data mismatches. This approach surfaces issues early, allowing teams to see exactly where a record is stuck in the process. By monitoring the flow between Scend and Mirakl, we help identify potential risks before they lead to fulfilment delays or marketplace performance hits, moving away from reactive troubleshooting to proactive management.

Defining data ownership and exception handling workflows

Handover focuses on the operations, finance, and ecommerce teams who manage the Scend and Mirakl integration. We provide an operating model that defines data ownership, ensuring teams know how Scend inventory maps to Mirakl and how to process exceptions such as cancelled orders. Finance teams receive guidance on reconciling fulfilment data against marketplace reports. Documentation is strictly operational, detailing what to check daily to maintain sync health and how to interpret alerts. Rather than a technical archive, we deliver a guide for exception ownership, ensuring internal teams can identify and resolve common sync discrepancies as part of their standard workflow.

Maintaining data integrity and marketplace compliance

Support is focused on maintaining the reliability of the data flow between Scend and Mirakl. Our monitoring surfaces sync failures or mapping issues before they impact marketplace performance. We provide ongoing support to handle exceptions and help resolve technical anomalies as they arise. This ensures that as your marketplace product range or shipping requirements evolve, the integration continues to support your warehouse operations and remains compliant with marketplace requirements.

Integration operating model

The operating model uses a marketplace fan-out approach to protect seller ratings across multiple Mirakl channels. Scend serves as the authoritative source for sellable stock, which the integration pushes to Mirakl to prevent overselling on high-volume storefronts. Validated orders flow from Mirakl to Scend once payment is cleared, ensuring the warehouse team only picks fulfillable stock. To maintain compliance, the integration maps Scend shipment vouchers to specific Mirakl carrier codes and manages the use of anonymised proxy email addresses. This governance step removes manual entry, allowing the warehouse to maintain throughput while the ecommerce team monitors marketplace sync health.

Common failures

Inventory latency and overselling

Operational impact: Mirakl orders are rejected after acceptance because the inventory level provided by Scend was stale. This directly harms marketplace seller metrics, creates negative customer experiences, and forces the customer service team to manage cancellations. At scale, frequent overselling can lead to financial penalties from the marketplace and places a heavy reconciliation burden on the finance team to process refunds for failed orders.

Prevention / Action: The integration must treat the primary ERP or warehouse system as the sole source of inventory truth, with Scend acting as the conduit. Inventory updates pushed to Mirakl should be processed through a managed queue to prevent race conditions from simultaneous updates. A stock buffer, configured in the integration layer, should be used to hold back a specific quantity of SKUs from marketplaces to absorb minor sync delays or sudden sales velocity.

Failure to accept orders within the required window

Operational impact: Mirakl marketplaces impose a strict time limit for sellers to accept an order. If the integration fails to send the acceptance confirmation via the API within this window, the order is automatically cancelled by Mirakl. This results in lost revenue, immediate negative marks on seller performance scorecards, and a poor customer experience before the fulfilment process has even begun.

Prevention / Action: Decouple order acceptance from downstream processing. The integration's first action upon receiving a new order from Mirakl must be to call the acceptance API endpoint immediately. The creation of the Sales Order in Scend or the connected ERP should be a separate, subsequent step. This design ensures acceptance is not delayed by validation errors, system load, or other issues in the downstream fulfilment system. Monitor for acceptance failures as a top-priority exception.

Shipment updates rejected for invalid carrier codes

Operational impact: A fulfilment is processed in Scend, but the shipment confirmation fails to update Mirakl because the carrier name ('DPD Local') does not match the exact code Mirakl's API expects ('DPD_UK'). This leaves the order showing as un-shipped in the marketplace, which delays customer notifications, impacts 'shipped-on-time' metrics, and can delay the release of funds. The fulfilment and operations teams must spend time manually identifying and correcting these mismatches.

Prevention / Action: The integration project must include a task to build and maintain a mapping table for carrier codes. This table translates the carrier descriptions used in Scend to the precise, case-sensitive codes required by each specific Mirakl marketplace API. This logic must handle exceptions gracefully, for example by flagging an order for manual review if it uses a new or unmapped carrier service, preventing a silent failure.

Unreconciled marketplace fees

Operational impact: Marketplace commissions and other variable fees from Mirakl are not correctly represented on the Sales Orders created in the company's ERP via Scend. The result is a major financial reconciliation headache. The finance team cannot automatically match Mirakl's payout statements to the revenue and costs recorded in the general ledger, forcing a manual, order-by-order analysis to close the books each month.

Prevention / Action: Design the integration to map all of Mirakl's order-level costs, particularly commissions, as distinct line items on the corresponding ERP Sales Order. Use non-inventory or service items in the ERP's item master to represent these charges. This ensures that when the invoice is posted, the costs are booked to the correct general ledger accounts, allowing finance teams to reconcile payout journals systematically.

Frequently asked questions

How do we prevent selling out-of-stock items on Mirakl marketplaces?

The integration must treat Scend as the source of truth for sellable inventory, not just total stock. A common failure occurs when syncing Scend's 'Available' stock figure without filtering out non-sellable units like damaged goods or stock reserved for other channels. This leads to inaccurate inventory levels on Mirakl, causing overselling and order cancellations which harm your marketplace performance metrics.

What happens if we don't acknowledge a Mirakl order fast enough?

Mirakl marketplaces require orders to be programmatically accepted within a strict timeframe, otherwise the order is cancelled automatically. If the integration from Scend fails to acknowledge the Mirakl order before this 'acceptance' window closes, it results in a lost sale and a penalty to your seller rating. This is a critical step in the order-to-cash process that cannot be left to manual work.

How does the integration handle shipment updates to Mirakl from different carriers?

Mirakl requires carrier codes to match its own specific list, which can differ between marketplaces. When Scend pushes an item fulfilment record back to the marketplace, the integration must correctly map your carrier's name to the exact 'carrier-code' Mirakl expects. Mismatches are a frequent source of failure, causing tracking updates to be rejected and leaving customers without shipping visibility.

How are returns and refunds handled between Scend and Mirakl?

This is a critical part of the operating model that must be explicitly designed, because actions in one system do not automatically trigger actions in the other. For instance, processing a return in Scend will not automatically create the corresponding refund in Mirakl. The integration must be built to listen for a completed return in Scend and then orchestrate the correct refund process in Mirakl.

Will we get customer emails from Mirakl for our marketing lists?

Typically, no. To protect customer privacy, Mirakl marketplaces provide anonymised proxy email addresses for order-related communications, not the customer's real email. This means the customer records created in Scend from Mirakl orders will not be useful for post-purchase marketing or CRM activities, which must be factored into your data strategy.

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