Risk and compliance review
A medical-alarm question the score did not flag
A broadband sales conversation received a positive assessment. Later review found that medical-alarm compatibility still needed confirmation.
Read the case studyEvidence in context
Call review, grounded in the conversation
Four anonymised examples of what saved QA findings and contextual transcript review can reveal, with practical next steps and clear limits on the evidence.
Risk and compliance review
When a sale label gets ahead of the decision
Earlier assent and application details did not remove a customer's later condition: written information before full confirmation.
Read the case studyRisk and compliance review
The closing question that became a coaching moment
A saved pressure flag became more useful when reviewed alongside the customer's objection and the agent's eventual acknowledgement.
Read the case studySales coaching
Discovery only helps when the recommendation uses it
The agent gathered useful information, but a later explanation relied on a different customer profile. Context made the coaching specific.
Read the case studyHow these examples were reviewed
These accounts draw on existing saved call transcripts and QA outputs, examined through AI-assisted contextual review and editorial checks. Each case distinguishes a saved automated finding from a later-review observation. Separate conversations are not combined into a single customer journey. Recommended coaching is distinguished from an evidenced configuration change.
Read the evidence with its limits
These are selected examples, not customer testimonials, a representative sample or a detection-accuracy study. No original audio, private quotations or identifying details are published. A QA flag is a reason to review evidence, not a legal determination. Proposed coaching does not establish changed behaviour, and broader review does not guarantee that every issue will be detected.