Thai testing and monitoring

Voice agent testing for Thai-speaking callers.

Test your voice agents across Central Thai and regional variants, with local accents, vocabulary, and speaking styles.

Hamming works with

All integrations
  • Vapi
  • Retell AI
  • ElevenLabs
  • LiveKit
  • Pipecat
  • OpenAI
  • Synthflow
  • Daily
01Accent & dialect testing

Test across Thai accents and dialects

Check that your voice agent understands Central Thai and regional variants, at different speeds and in regional variations.

Thai · accents

“ขอเลื่อนนัดเป็นเก้าโมงได้ไหมคะ”

Central Thai (Bangkok)pass
Southern (Hat Yai)pass
Central Thai, noisy linefail

heard ข้าว (rice) for เก้า (nine)

Fig. 1 · Accent & dialect testing
  • Regional coverage

    • Test with Central Thai and regional accents
    • Regional dialect support for testing
    • Non-native speaker testing for global accessibility
  • Speaking style variations

    • Fast and slow speech pattern testing
    • Formal vs. casual conversation styles
    • Technical jargon and domain-specific vocabulary validation
  • Pronunciation challenges

    • Proper noun and brand name recognition
    • Numbers, dates, and special character handling
    • Homophone and homonym disambiguation testing
02Conversation testing

Natural Thai conversation flow testing

Validate your voice agent's ability to handle natural Thai conversations, including interruptions, clarifications, and multi-turn dialogues.

Thai · interruption testpass
Callerขอโทษค่ะ อยากเปลี่ยนเวลานั⁠——cuts in
Agentได้ค่ะ ต้องการเปลี่ยนเวลานัดนะคะstops, holds
Fig. 2 · Conversation testing
  • Conversational patterns

    • Interruption handling and turn-taking validation
    • Clarification requests and confirmation flows
    • Context retention across multi-turn conversations
  • Language nuances

    • Thai idioms and colloquialisms understanding
    • Politeness levels and formality adaptation
    • Cultural context and appropriate responses
  • Error recovery

    • Misunderstanding recovery strategies
    • Graceful handling of unclear speech
    • Rephrasing and alternative question formats
03Compliance & localization

Thai market compliance and localization

Check that your voice agent meets regional requirements and responds the way local callers expect.

Thai · localisation3 checks · 1 failed
Polite particles with new callerspass
Buddhist Era years in local datespass
฿500 read as “ห้าร้อยดอลลาร์”fail
Fig. 3 · Compliance & localization
  • Regional compliance

    • Compliance requirements for Southeast Asia markets
    • Data privacy and security standards
    • Accessibility standards compliance
  • Cultural localization

    • Date, time, and number format localization
    • Currency and measurement unit adaptation
    • Cultural sensitivity and appropriate responses
  • Industry terminology

    • Healthcare and medical terminology validation
    • Financial and banking vocabulary testing
    • Legal and compliance language accuracy

Frequently asked
questions.

Browse every answer on the FAQ page