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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 is a leading global data solutions firm providing data-centric research and contextual analytics services to its clients, including Fortune 500 companies, across the Financial Services, Technology, Media & Entertainment, and Healthcare sectors. Established in 2007 and a Great Place to Work certified company, SGA has over 1600 employees and has a presence across the US, the UK, Switzerland, Poland, and India.

Besides being recognized by analyst firms such as Gartner, Everest Group, and ISG, SGA has been part of the elite Deloitte Technology Fast 50 India 2024 and APAC (Asia Pacific) 2025 High Growth Companies by the Financial Times & Statista.

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