compliance guide for APAC operations.
The Challenge
Business Process Outsourcing (BPO) companies handle multilingual customer interactions across dozens of languages. Chat logs from customer support operations contain PII in the language the customer used — which may be Filipino, Thai, Indonesian, Vietnamese, or any other language. When these logs are analyzed for quality assurance or training, PII in non-English languages consistently evades detection by English-only tools. The BPO may process millions of conversations monthly, making manual review infeasible.
By the Numbers
- Business Process Outsourcing (BPO) companies handle multilingual customer interactions across dozens of languages.
- Chat logs from customer support operations contain PII in the language the customer used — which may be Filipino, Thai, Indonesian, Vietnamese, or any other language.
Real-World Scenario
A Singapore-based fintech processes 500,000 customer support chat logs monthly across 12 APAC languages. PDPA (Personal Data Protection Act) requires anonymization before analytics. Their current tool only processes English accurately. anonym.legal's multilingual support reduces their manual review burden from 60% of non-English logs to near-zero.
Technical Approach
48-language support includes APAC languages: Indonesian (ID), Thai (TH), Vietnamese (VI), Filipino (TL), and others via XLM-RoBERTa. Stanza covers additional APAC languages. Single deployment handles global customer support log anonymization.
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