Supervisors should not scrub hours of audio hoping to hear one bad disclosure. Searchable transcripts turn QA into queries.
Recordings tell you what happened. Transcripts help you understand why it happened — and coach from evidence, not vibes.
Query the floor, don’t binge tape
- Qualified vs not-qualified outcomes
- Missed required information
- Angry escalate and silent abandon
Pair transcripts with dispositions so CRM truth matches what the bot decided. When marketing asks why volume dipped, you answer with outcomes — not folklore.
