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ป. ตรี โครงงานพิเศษชิ้นงานKMITL Expo 2025Cluster 2025
The
Application
of
AI
Chatbots
and
Lean
Principles
to
Reduce
Waiting
Time
for
Customers
and
Vendors
to
Enhance
Service
Quality
คณะวิศวกรรมศาสตร์, วิศวกรรมอุตสาหการ, วิศวกรรมศาสตรบัณฑิต สาขาวิชาวิศวกรรมอุตสาหการ
AI Translated
The Application of AI Chatbots and Lean Principles to Reduce Waiting Time for Customers and Vendors to Enhance Service Quality

Innovation Owner

PL

Miss PAWIDA LEEYAVANIJA

Student

Details

This research aims to reduce resolution time for customers and vendors at Nexter Digital and Solution Co., Ltd. by applying lean principles and AI chatbot technology to streamline operations.

This research aims to reduce the time required to resolve customer issues by focusing on improvements based on lean principles and the application of technology. The researcher conducts the case study at Nexter Digital and Solution Co., Ltd. to enhance workflows, establish new work standards, and integrate Bot technology into the processes to reduce resolution time and set new performance benchmarks for the company.

The research proposes key ideas, such as:

  • Identifying the root cause of problems
  • Reducing redundant processes
  • Implementing Lean methodologies
  • Applying technology to streamline operations

Key findings include:

  • Customer issues: Average resolution time reduced from 5 days to 3 days (38% decrease).
  • Vendor issues: Average response time reduced from 20 minutes to within 1 minute (98.5% decrease).
The Application of AI Chatbots and Lean Principles to Reduce Waiting Time for Customers and Vendors to Enhance Service Quality

Objective

The objectives are to improve workflows using industrial engineering and lean principles, implement AI chatbots to reduce staff workload, and establish clear, measurable performance standards.

  1. To improve workflows and customer issue resolution by applying industrial engineering principles, focusing on Lean concepts and waste reduction to analyze and shorten process times.
  2. To develop workflows and issue resolution for vendors by applying Artificial Intelligence (AI) and utilizing automated response systems (Chatbots) to reduce staff workload and increase response speed.
  3. To elevate work standards in the customer issue resolution process by creating clear and measurable evaluation criteria to ensure quality and clarity.