Retail & E-commerce · Fulfillment Operations

Resolve every fulfillment exception before it becomes a cancellation

MuSIC runs the exception workflow: agents evaluate demand, inventory, and fulfillment cost across OMS and WMS and propose a resolution; your margin, service-level and brand rules are checked; and the ops owner handles exceptions. Every resolution is recorded.

One platform across your retail workflows: shared agents, one set of rules, and every store on the same playbook.

Bring us one decision See the workflow run

01HOW IT RUNS

An order cannot ship as placed. One decision resolves it.

Stock is short or an exception hits, and the decision is: source from another node, substitute, split, backorder, or cancel, while protecting margin, brand, and the customer promise. Here, agents propose a resolution, your limits are checked, the ops owner handles genuine exceptions, and every resolution is recorded.

One fulfillment exception: Fulfillment Exception Raised, Demand Inventory and Cost Evaluated, Source Substitute or Split Proposed, Customer Promise Weighed, Margin and Service Limits Checked, Ops Owner Review, Resolution Committed, Decision Recorded, on the MuSIC runtime rail. — One fulfillment exception

02WHY MuSIC IS DIFFERENT

Other tools move tasks, show status, or assist one person.
MuSIC runs the workflow and owns the decision inside it.

The resolution, the limits it must respect, the ops owner who takes exceptions, and a record of every run.

Workflow & OMS toolingMove orders and tickets between systems

Chatbots & AI copilotsAssist one agent, one conversation

Inventory & logistics platformsTrack state, not the decision

MuSICRuns the workflow, checks your margin and service limits before each action, and records every resolution, across stores, digital, and logistics

03OUTCOMES

What we measure.

These are the numbers we agree on with you before work starts. We publish a figure only when it comes from a real engagement.

01Resolved before cancellationFulfillment exceptions resolved before the order cancels

02Cancellation rateCancellation rate on orders that hit an exception

03Ops owner loadShare of exceptions that needed the ops owner

04Within limitsShare of resolutions within your margin and service limits

Bring us one decision

See the order-exception workflow mapped to your operation.

A working session for retail operations leadership: where exception handling costs customers and margin today, and how MuSIC would run this workflow across channels, with a record of every resolution.

For VPs of Retail and E-commerce Operations, supply-chain and fulfillment leadership, and COOs.