Introduction

Data-Driven Lean Manufacturing Training Course is designed to transform traditional production systems into smart, efficient, and analytics-driven manufacturing ecosystems. It integrates Lean Manufacturing principles, Industrial IoT (IIoT), real-time data analytics, predictive maintenance, and continuous improvement strategies to eliminate waste, reduce costs, and maximize operational efficiency. Participants will learn how to leverage KPI dashboards, machine data, and process intelligence to drive measurable improvements across the entire manufacturing value chain.

In today’s highly competitive Industry 4.0 environment, organizations must adopt data-driven decision-making, automation, and lean optimization techniques to stay ahead. This training equips professionals with practical tools such as value stream mapping, Six Sigma analytics, OEE optimization, and smart factory integration. By the end of the course, learners will be capable of building a high-performance lean digital manufacturing system that enhances productivity, quality, and profitability.

Programme Curriculum

Data-Driven Lean Manufacturing Training Course

Introduction

Course Duration

5 days

Course Objectives

Implement Lean Manufacturing principles for waste reduction
Apply Data-Driven Decision Making in production systems
Optimize Overall Equipment Effectiveness (OEE) using analytics
Integrate Industrial IoT (IIoT) in manufacturing operations
Develop real-time production monitoring dashboards
Enhance process efficiency through predictive analytics
Conduct Value Stream Mapping (VSM) with digital tools
Improve quality control using Six Sigma and data insights
Reduce downtime through predictive maintenance strategies
Strengthen continuous improvement (Kaizen) culture
Apply statistical process control (SPC) techniques
Enable smart factory transformation and automation
Drive cost reduction and productivity optimization

Target Audience

Manufacturing Engineers
Production Managers
Operations Managers
Industrial Engineers
Quality Assurance Professionals
Supply Chain Analysts
Lean Six Sigma Practitioners
Plant Supervisors and Executives

Course Modules

Module 1: Foundations of Lean Manufacturing & Data Integration

Lean principles: waste elimination (Muda, Mura, Muri)
Introduction to data-driven manufacturing systems
Role of KPIs in operational excellence
Basics of smart manufacturing ecosystems
Linking Lean with digital transformation
Case Study: Toyota Production System optimization using real-time production data to reduce cycle time by 22%.

Module 2: Industrial IoT (IIoT) in Manufacturing

Sensor integration in production lines
Machine-to-machine communication systems
Real-time data acquisition methods
Cloud-based manufacturing analytics
IIoT architecture in smart factories
Case Study: Siemens factory implemented IIoT sensors to reduce unplanned downtime by 30%.

Module 3: Data Analytics for Production Optimization

Descriptive vs predictive analytics
Manufacturing data visualization techniques
Identifying bottlenecks using analytics
Root cause analysis using big data
Dashboard creation for decision-making
Case Study: General Electric improved production throughput using predictive analytics dashboards.

Module 4: Value Stream Mapping (VSM) with Digital Tools

Digital VSM techniques
Identifying value-added vs non-value-added activities
Process flow optimization
Cycle time reduction strategies
Lean mapping software applications
Case Study: Ford reduced process waste by 18% using digital value stream mapping.

Module 5: Predictive Maintenance & Reliability Engineering

Condition-based monitoring systems
Machine failure prediction models
Maintenance scheduling optimization
AI-based equipment diagnostics
Spare parts inventory optimization
Case Study: Rolls-Royce improved engine reliability using predictive maintenance analytics.

Module 6: Six Sigma & Statistical Process Control (SPC)

DMAIC methodology in manufacturing
Control charts and process variation
Defect reduction strategies
Process capability analysis
Quality improvement frameworks
Case Study: Motorola achieved 99.999% quality improvement using Six Sigma analytics.

Module 7: Smart Factory & Automation Systems

Automation in lean manufacturing
Robotics and AI integration
Digital twin technology
Cyber-physical production systems
Smart factory architecture design
Case Study: Bosch implemented smart factory systems leading to 20% productivity increase.

Module 8: Continuous Improvement & Lean Transformation Strategy

Kaizen implementation strategies
Employee engagement in Lean culture
Performance measurement systems
Lean maturity assessment models
Scaling Lean across organizations
Case Study: Nike transformed its global manufacturing network using continuous improvement programs.

Training Methodology

This course employs a participatory and hands-on approach to ensure practical learning, including:

Interactive lectures and presentations.
Group discussions and brainstorming sessions.
Hands-on exercises using real-world datasets.
Role-playing and scenario-based simulations.
Analysis of case studies to bridge theory and practice.
Peer-to-peer learning and networking.
Expert-led Q&A sessions.
Continuous feedback and personalized guidance.

Register as a group from 3 participants for a Discount

Send us an email: info@fineskilltrainingcenter.org or call +254769199797

Certification

Upon successful completion of this training, participants will be issued with a globally- recognized certificate.

Tailor-Made Course

We also offer tailor-made courses based on your needs.

Key Notes

a. The participant must be conversant with English.

b. Upon completion of training the participant will be issued with an Authorized Training Certificate

c. Course duration is flexible and the contents can be modified to fit any number of days.

d. The course fee includes facilitation training materials, 2 coffee breaks, buffet lunch and A Certificate upon successful completion of Training.

e. One-year post-training support Consultation and Coaching provided after the course.

f. Payment should be done at least a week before commence of the training, to Fineskill Training Center account, as indicated in the invoice so as to enable us prepare better for you.

Skills & Software Covered

Lean analytics Waste reduction Process optimization Performance improvement

Programme Fee

Duration: 5 Days

Method: Online or Physical

Online Price: $1,000

Physical Price: $1,500

Certification: Accredited Certificate

View Available Dates 📄 Download Course Outline (PDF)

Available Sessions

Location

Month

Year

Oct 19 2026

19 Oct — 23 Oct 2026

💻 Online / Virtual session

Online $1,000