Field Audio - Personal Discussion Bot
2025•Case Study
Multilingual transcription, diarization, and structured summaries from field conversations.
The Challenge
- Field teams record conversations but need structured outputs
- Manual note-taking and compliance documentation is expensive
The Solution
Transcribe multilingual audio
Translate to English where needed
Diarize speakers (agent vs customer)
Generate schema-based summaries and searchable archives
Impact
90 percent reduction in manual note-taking
Searchable dashboards for audit and compliance workflows
Technical
Implementation Details
Mobile upload to S3, WhisperX + Gemini for ASR and translation, PyAnnote diarization, GPT-4o constrained summarization, React + FastAPI dashboard, Qdrant embeddings.