Multilingual Order Tracking & Returns for Global E- Commerce

A multinational e-commerce marketplace servicing shoppers across North America, Europe, and Asia in 14 distinct languages.

reduction in multilingual support operational expenditure: 70%reduction in multilingual support operational expenditure
seamless 24/7 global voice coverage: 14 languagesseamless 24/7 global voice coverage

How the work runs

The pressure that made this worth automating, the steps the system runs, and what came out the other side.

Pressure & Trigger Points

Customer calls regarding delayed packages and refund status require hiring expensive multilingual call center staff.
Offshore support agencies suffer from agent turnover and inconsistent language fluency, driving customer frustration.
Querying tracking numbers over phone keypads is tedious and error-prone.

The run · 5 operational steps

Click any step to inspect telemetry signals, model reasoning, and governance gates.

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Vakyam detects spoken customer language within 2 seconds of call connection and switches accent and phrasing natively.

Input Signal:

Real-time operational telemetry & queue

Reasoning Pattern:

MCP grounded vector inference

Governance Gate:

Policy constrained with audit write-back

Verified Business Outcomes

70% reduction in multilingual support operational expenditure.
Seamless 24/7 global voice coverage across 14 languages without offshore staff constraints.
Reduced order status call duration from 4 minutes to 45 seconds per customer.

Capabilities this relies on