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India's paratroopers : Earning their badge

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Cross-Cutting AI Applications Addressing Multiple SERVQUAL Gaps

  Cross-Cutting AI Applications Addressing Multiple SERVQUAL Gaps 1. Jio's Integrated AI Service Platform Reliance Jio demonstrates comprehensive SERVQUAL gap reduction: Listening Gap : AI analyzes customer behavior across 400+ million subscribers to understand actual expectations vs. company perceptions Service Design Gap : ML translates insights into specific service standards (network uptime targets, support response times) Service Performance Gap : Real-time AI monitoring ensures employees meet standards, with automated quality assurance Communication Gap : AI personalizes marketing messages to match actual service capabilities, preventing over-promising Impact : Industry-leading Net Promoter Score of 74, with 90% first-call resolution rate. 2. Tata Consultancy Services (TCS) - iON Platform TCS uses AI to deliver educational services: Standards Setting : ML analyzes student performance to set realistic learning o...

Service Recovery Through AI

  Service Recovery Through AI 1. Amazon India's Proactive Service Recovery Amazon uses AI to implement the service recovery paradox effectively: Predictive Failure Detection : Delivery Risk Prediction : Machine learning predicts potential delivery failures (weather, traffic, address issues) and proactively informs customers with alternatives Product Quality Monitoring : AI analyzes review patterns to identify defective product batches before customers complain Fraud Detection : ML identifies suspicious orders that might lead to customer dissatisfaction Automated Recovery Actions : Instant Refunds : AI approves refunds for specific failure types without human intervention Proactive Compensation : When delivery delays are predicted, AI automatically applies credits to customer accounts Personalized Apologies : Natural Language Generation creates customized apology messages based on customer history and fa...

Designing Customer-Defined Service Standards with AI

Designing   Customer-Defined Service Standards with AI 1. Zomato's Real-Time Service Standards Monitoring Zomato implements both hard and soft standards using AI: Hard Standards (Measurable Metrics) : Delivery Time Prediction : AI predicts delivery times within 2-minute accuracy, setting realistic customer expectations Restaurant Partner Response Time : Machine learning monitors how quickly restaurants accept orders (target: under 60 seconds) Order Accuracy Rate : Computer vision at partner restaurants verifies order completeness before dispatch Soft Standards (Perception-Based) : Sentiment Analysis : Natural Language Processing analyzes customer reviews to measure "friendliness of delivery partner" and "food presentation quality" Voice Analytics : AI evaluates customer care calls for empathy, politeness, and problem-solving effectiveness Chatbot Interactions : ML measures customer satisfactio...