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GenAI-Based Smart Maintenance Chatbot for Customer Support​

Manufacturing
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Business Situation

A manufacturing client faced inefficiencies in their customer support processes due to the absence of real-time issue resolution systems. The reliance on manual ticketing and historical data retrieval slowed down operations and negatively impacted customer satisfaction.

SGA Approach

  • Developed chatbots capable of providing immediate responses using retrieval-augmented generation (RAG) systems​
  • Integrated chatbots with client systems for seamless access to data and operational efficiency​
  • Automated the ticketing process and enabled conversational AI for customized follow-ups based on user queries​
  • Enabled chatbots to log and initiate tickets while retrieving historical resolutions to address recurring issues effectively

Key Takeaways

  • Improved mean time to resolution (MTTR) resulted in a 15% increase in customer satisfaction scores
  • Automated ticketing reduced manual intervention by 30%, allowing teams to focus on higher-value tasks
  • Deployed a chatbot solution compatible with multiple AI platforms, ensuring adaptability for future needs

Related Tags

AI - Artificial Intelligence Data Manufacturing Research Services Tech

About SG Analytics

SG Analytics (SGA) is a leading global data and AI consulting firm delivering solutions across AI, Data, Technology, and Research. With deep expertise in BFSI, Capital Markets, TMT (Technology, Media & Telecom), and other emerging industries, SGA empowers clients with Ins(AI)ghts for Business Success through data-driven transformation.

A Great Place to Work® certified company, SGA has a team of over 1,400 professionals across the U.S.A, U.K, Switzerland, Poland, and India. Recognized by Gartner, Everest Group, ISG, and featured in the Deloitte Technology Fast 50 India 2024 and Financial Times & Statista APAC 2025 High Growth Companies, SGA delivers lasting impact at the intersection of data and innovation.

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