ML system that predicts which support conversations are likely to escalate, allowing supervisors to intervene proactively. Analyzes conversation patterns, customer history, and real-time sentiment.
Tech StackPython, XGBoost, Kafka, ElasticsearchTeam Size2-5Implementation Timeline3 monthsQuantified OutcomesPilot showing 45% reduction in escalated calls when supervisors intervene based on predictions.
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