Debra A. Smith, CPA, EMBA, is a cofounder and partner with Constraints Management Group, LLC, a services and technology company specializing in pull-based manufacturing, materials, and project management systems for midrange and large manufacturers. She began her career in public accounting with Touche Ross (now Deloitte Touche), moved to the private sector where she worked as both a controller and a VP of finance for two different publicly traded firms, and then spent seven years as an accounting professor where her research focused on the role of metrics in process improvement. Ms. Smith began working with Dr. Eli Goldratt in 1990. She was elected to the founding Board of Directors of the Theory of Constraints International Certification Organization, serving five years and is certified in all TOC disciplines. Ms. Smith has been active in the Institute of Management Accounting (IMA) and APICS and a keynote speaker on three continents. She is a coauthor of The Theory of Constraints and Its Implications for Management Accounting, the recipient of the 1993 IMA and Price Waterhouse applied research grant, a contributing author for The Theory of Constraints Handbook, and the author of The Measurement Nightmare. Ms. Smith has been at the forefront of developing and articulating smart metrics.Chad Smith is a partner with the Demand Driven Institute and is a cofounder and Managing Partner of Constraints Management Group, LLC. He has been at the forefront of developing and articulating the blueprint for planning and execution in the twenty-first century—Demand Driven MRP (DDMRP). Mr. Smith is the coauthor of Orlicky’s Materials Requirement Planning, Third Edition and serves as the Program Director of the Certified Demand Driven Planner (CDDP) Program for the International Supply Chain Education Alliance (ISCEA). He is a frequent consultant to large multinational manufacturing and supply chain companies. Mr. Smith is an internationally recognized expert in the Theory of Constraints and is a contributing author for The Theory of Constraints Handbook.

• Ch 1. The Demand Driven WorldCh 2. The Foundation of MetricsCh 3. The Problem with Conventional MetricsCh 4. The Utilization and Efficiency AssumptionCh 5. The Push and Promote AssumptionCh 6. The Inventory is a Waste AssumptionCh 7. The Due Date AssumptionCh 8. Demand Driven Economic Model – What are the RightCh 9. Local Demand Driven MetricsCh 10. Feedback & AccountabilityCh 11. Macro Case StudyCh 12. Sales and Operations Planning's Role and Integrating it into the Demand Driven ApproachCh 13. The Keys to a Successful Demand Driven System

Debra A. Smith, CPA, EMBA, is a cofounder and partner with Constraints Management Group, LLC, a services and technology company specializing in pull-based manufacturing, materials, and project management systems for midrange and large manufacturers. She began her career in public accounting with Touche Ross (now Deloitte Touche), moved to the private sector where she worked as both a controller and a VP of finance for two different publicly traded firms, and then spent seven years as an accounting professor where her research focused on the role of metrics in process improvement. Ms. Smith began working with Dr. Eli Goldratt in 1990. She was elected to the founding Board of Directors of the Theory of Constraints International Certification Organization, serving five years and is certified in all TOC disciplines. Ms. Smith has been active in the Institute of Management Accounting (IMA) and APICS and a keynote speaker on three continents. She is a coauthor of The Theory of Constraints and Its Implications for Management Accounting, the recipient of the 1993 IMA and Price Waterhouse applied research grant, a contributing author for The Theory of Constraints Handbook, and the author of The Measurement Nightmare. Ms. Smith has been at the forefront of developing and articulating smart metrics.Chad Smith is a partner with the Demand Driven Institute and is a cofounder and Managing Partner of Constraints Management Group, LLC. He has been at the forefront of developing and articulating the blueprint for planning and execution in the twenty-first century—Demand Driven MRP (DDMRP). Mr. Smith is the coauthor of Orlicky’s Materials Requirement Planning, Third Edition and serves as the Program Director of the Certified Demand Driven Planner (CDDP) Program for the International Supply Chain Education Alliance (ISCEA). He is a frequent consultant to large multinational manufacturing and supply chain companies. Mr. Smith is an internationally recognized expert in the Theory of Constraints and is a contributing author for The Theory of Constraints Handbook.

• Ch 1. The Demand Driven WorldCh 2. The Foundation of MetricsCh 3. The Problem with Conventional MetricsCh 4. The Utilization and Efficiency AssumptionCh 5. The Push and Promote AssumptionCh 6. The Inventory is a Waste AssumptionCh 7. The Due Date AssumptionCh 8. Demand Driven Economic Model – What are the RightCh 9. Local Demand Driven MetricsCh 10. Feedback & AccountabilityCh 11. Macro Case StudyCh 12. Sales and Operations Planning's Role and Integrating it into the Demand Driven ApproachCh 13. The Keys to a Successful Demand Driven System

Debra A. Smith, CPA, EMBA, is a cofounder and partner with Constraints Management Group, LLC, a services and technology company specializing in pull-based manufacturing, materials, and project management systems for midrange and large manufacturers. She began her career in public accounting with Touche Ross (now Deloitte Touche), moved to the private sector where she worked as both a controller and a VP of finance for two different publicly traded firms, and then spent seven years as an accounting professor where her research focused on the role of metrics in process improvement. Ms. Smith began working with Dr. Eli Goldratt in 1990. She was elected to the founding Board of Directors of the Theory of Constraints International Certification Organization, serving five years and is certified in all TOC disciplines. Ms. Smith has been active in the Institute of Management Accounting (IMA) and APICS and a keynote speaker on three continents. She is a coauthor of The Theory of Constraints and Its Implications for Management Accounting, the recipient of the 1993 IMA and Price Waterhouse applied research grant, a contributing author for The Theory of Constraints Handbook, and the author of The Measurement Nightmare. Ms. Smith has been at the forefront of developing and articulating smart metrics.Chad Smith is a partner with the Demand Driven Institute and is a cofounder and Managing Partner of Constraints Management Group, LLC. He has been at the forefront of developing and articulating the blueprint for planning and execution in the twenty-first century—Demand Driven MRP (DDMRP). Mr. Smith is the coauthor of Orlicky’s Materials Requirement Planning, Third Edition and serves as the Program Director of the Certified Demand Driven Planner (CDDP) Program for the International Supply Chain Education Alliance (ISCEA). He is a frequent consultant to large multinational manufacturing and supply chain companies. Mr. Smith is an internationally recognized expert in the Theory of Constraints and is a contributing author for The Theory of Constraints Handbook.

• Ch 1. The Demand Driven WorldCh 2. The Foundation of MetricsCh 3. The Problem with Conventional MetricsCh 4. The Utilization and Efficiency AssumptionCh 5. The Push and Promote AssumptionCh 6. The Inventory is a Waste AssumptionCh 7. The Due Date AssumptionCh 8. Demand Driven Economic Model – What are the RightCh 9. Local Demand Driven MetricsCh 10. Feedback & AccountabilityCh 11. Macro Case StudyCh 12. Sales and Operations Planning's Role and Integrating it into the Demand Driven ApproachCh 13. The Keys to a Successful Demand Driven System