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CoachQA evaluates every call against your actual SOPs: automating QA, flagging revenue opportunities, catching compliance risks, identifying fraud signals, detecting customer complaints, and giving managers an AI copilot for coaching. Complete operational intelligence all in one platform.
Most financial institutions review less than 1% of customer interactions. Managers coach based on a handful of calls while compliance risk, fraud signals, and revenue opportunities hide in the other 99%.
Sampling doesn't just miss problems. It creates false confidence.
CoachQA doesn't rely on keywords or generic scoring. For every conversation, it dynamically retrieves the exact SOPs, scripts, and compliance requirements relevant to that interaction, then evaluates both what the agent said and what they should have said. Every score is grounded in real context, not assumptions.
Powered by Retrieval-Augmented Evaluation and REALM™, Posh's responsible AI engine built for banking.

CoachQA does six things no legacy QA tool can do at once.






























Purpose-built for regulated industries that can't afford shortcuts on security, compliance, or data handling.