
Case study

Challenge
Manual Transcription Creating Severe Data Backlogs
Manual transcription and tagging of qualitative voice feedback caused huge data backlogs.
Human transcription errors degraded the quality of sentiment reports.
High operational costs limited market research sample sizes.
Challenge
Automated Multilingual Voice Ingestion Pipeline
Deployed multilingual AI voice agents to conduct structured phone interviews.
Implemented real-time speech-to-text and intent-parsing data pipelines.
Exported structured JSON records straight into client data warehouses.
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