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Better Data, Better Decision

Better Data, Better Decision

Manufacturing Resource Planning (MRP II), a production technique designed to couple business and financial plans with manufacturing plans. It is an important tool for aligning manufacturing with a company’s overall strategy and goals.

Breaking down these factors into micro-level actions allows for a more granular approach to MRP implementation, facilitating better planning, execution, and monitoring of the project at every stage

Implementing Manufacturing Resource Planning (MRP) systems can be a complex process, and success depends on various factors. Here are some critical success factors for MRP implementation in manufacturing:


This table provides a structured overview of the measurements, along with their associated parameters, for each step in the Manufacturing Resource Planning (MRP) process.

StepsMeasurementsParameters
Product design and planningCustomer satisfaction surveysResponse rate
net promoter score (NPS)
satisfaction ratings on design aspects
Bill of materials (BOM)BOM accuracy ratePercentage of correct components and quantities frequency of BOM updates
Master production schedule (MPS)Schedule adherencePercentage of tasks completed on time variance between planned and actual production times
Inventory managementInventory
turnover ratio
Number of inventory turnovers per year average inventory levels
Material requirements planning (MRP)MRP accuracyPercentage of accuracy frequency of MRP system updates
Capacity planningCapacity
utilization rate
Percentage of actual production compared to maximum capacity peak capacity periods
Shop floor schedulingSchedule adherence on the shop floorPercentage of tasks completed on time reasons for schedule deviations
Procurement and supplier managementOn-time delivery ratePercentage of on time deliveries frequency of communication with suppliers
Production executionOverall equipment effectiveness (OEE)Availability rate performance efficiency quality rate
Quality controlFirst-pass yieldPercentage of products meeting quality standards on the first attempt rework rates
Distribution and logisticsOn-time delivery performancePercentage of on time deliveries transit time variability
Monitoring and continuous improvementKey performance indicators (KPI’s)Define specific KPI’s based on goals (e.g., Production efficiency targets, resource utilization)

Performance measurement for each department involves tracking key metrics that reflect the efficiency, effectiveness, and contribution of each department to the overall organizational goals


Performing a data audit is crucial for maintaining data accuracy in Manufacturing Resource Planning (MRP) systems

Verify that all required data fields are populated for each record. Identify any missing or incomplete data and take corrective actionCheck for consistency across different databases, systems or modules. Ensure that data values align with established standards and definitions
Scrutinize numeric data for accuracy, especially when it involves calculations. Verify that mathematical formulas and calculations are applied correctlyAssess the integrity of relationships between different data entities. Identify any discrepancies or anomalies in the relationships and resolve them
Evaluate the freshness of the data to ensure it is
up-to-date. Identify any outdated or stale
information that needs updating
Examine the precision of numeric data and calculations.
Check for rounding errors or inaccuracies that may impact precision
Ensure that data entry adheres to established standards. Identify and rectify any deviations from the prescribed data entry guidelinesScrutinize master data (e.g., product, supplier, customer data) for accuracy. Correct any inaccuracies in master data, as it is foundational to the MRP system
Review audit trails and logs to track changes made to the data. Identify and investigate any unauthorized or suspicious changesImplement continuous monitoring mechanisms to track data accuracy over time. Set up automated alerts for potential data anomalies
Solicit feedback from end-users regarding data accuracy issues. Address user-reported discrepancies promptlyAssess compliance with data governance policies.
Ensure that the data audit aligns with established data quality standards

In conclusion, Manufacturing Resource Planning (MRP II) is a valuable tool for Micro, Small, and Medium Enterprises (MSMEs) seeking to enhance their operational efficiency and competitiveness in the marketplace. MRP II offers a comprehensive approach to production planning, scheduling, and inventory control, addressing the unique challenges faced by smaller businesses. The benefits of MRP II for MSMEs include improved efficiency, reduced costs, enhanced planning and scheduling, effective inventory management, accurate financial tracking, competitive advantage, and scalability. Careful assessment of specific business needs, proper system selection, and thorough employee training are essential steps for MSMEs to fully harness the benefits of MRP II implementation.

With 21 years of experience in business consulting, Anand is a advisory focal in empowering Micro, Small, and Medium Enterprises (MSMEs).

He specialises in LEAN, Manufacturing resource planning, Procurement analysis, Go-To-Market strategy, Market research and soft skills training. He has helped MSME’s in acquiring ISO certifications. His hands-on approach, blending strategic foresight with practical expertise, has garnered widespread respect across varied geographies & industry verticals.

Beyond the confines of the boardroom, Anand is an intrepid traveller and amateur photographer. His wanderlust not only broadens horizons but also infuses creativity into his work, offering unique perspectives on business challenges. Through his lens, he captures moments of beauty and intrigue, reflecting his ability to perceive opportunities where others may see obstacles.

As a competent & trusted professional, Anand exemplifies modern business consulting – bringing in a fresh perspective, innovation & dexterity of consulting principal. His commitment to empowering MSMEs, coupled with an adventurous spirit and creative flair, sets him apart as a true luminary in this field. With each journey, he continues to enrich clients and colleagues alike, leaving an indelible mark on the industry as a whole.

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