Launch Best-in-Class Manufacturing Business Intelligence in Just 48 Hours
34
Data Sources
106
Metrics / KPIs
108
Charts
2
AI decision making assistants
What is the rate of product returns and why?
How often are defects occurring in production?
What are the main causes of equipment downtime?
How efficient is our equipment during production?








Virtual Show Room
If you want to learn how the top Manufacturing companies make decisions globally, sign up for our showroom session. We’ll walk you through the data sources they rely on, the technical solutions and tools in use. Together, we’ll explore the key metrics used for calculations and decision-making, and review examples of company dashboards. By the end of the session, we’ll be able to create a prototype decision-making system tailored to your needs.
Best Practice Data Stack
At Data Never Lies, we believe every data story begins with a solid foundation. That’s why we work with best-in-class tools and platforms tailored to your unique needs. From advanced analytics and visualization to seamless integrations, we design scalable data stacks that empower your team to uncover insights and take confident action. With our expertise, your data isn’t just organized—it’s optimized for storytelling that inspires.
34 Data Sources
Launch Best-in-Class Manufacturing Company Business Intelligence in Just 48 Hours

Infor ERP
Industry-specific ERP software offering cloud-based tools for finance, supply chain, and production management.

Epicor
A flexible ERP system tailored for manufacturing and distribution industries to streamline operations and drive growth.

Plex Systems
A cloud-based manufacturing platform providing ERP, MES, and supply chain solutions with real-time operational visibility.

Dassault Systèmes DELMIA
A platform integrating planning, manufacturing, and operations for enhanced efficiency and supply chain collaboration.

Siemens MES
Manufacturing Execution System optimizing production operations by integrating planning, execution, and real-time performance monitoring.

Siemens MES

Rockwell Automation
Solutions for industrial automation and manufacturing, enabling efficiency through smart factory and control technologies.

Honeywell MES
A platform improving manufacturing efficiency by integrating data, production workflows, and real-time monitoring.

Oracle NetSuite
Oracle NetSuite is a cloud-based enterprise resource planning (ERP) software for managing finances, operations, customer relationships, and e-commerce.

Microsoft Dynamics 365
Microsoft Dynamics 365 is a cloud-based platform integrating CRM and ERP solutions to streamline business operations and customer management.

GE Digital
Industrial software solutions improving production, asset performance, and operational efficiency through digital transformation.

Schneider Electric MES
Manufacturing Execution System optimizing production processes, quality control, and energy management.

ABB Ability
A suite of digital solutions for industrial automation, improving operations through advanced analytics and connectivity.

Emerson Syncade
Manufacturing software streamlining workflows, improving compliance, and optimizing production for life sciences and process industries.

Infor ERP
106 Metrics
Launch Best-in-Class Manufacturing Company Business Intelligence in Just 48 Hours
PV
Production Volume: The total quantity of finished goods produced by a manufacturing process within a specific timeframe.
OEE
Overall Equipment Effectiveness (OEE): A measure of equipment productivity based on availability, performance efficiency, and output quality.
D
Downtime: The duration when machinery or production processes are idle, affecting overall operational efficiency and output.
SR
Scrap Rate: The proportion of materials discarded during production due to defects or errors, impacting costs and efficiency.
EC
Energy Consumption: The total amount of energy utilized in production processes, influencing costs and environmental impact.
COGS
Cost of Goods Sold (COGS): The direct expenses incurred in manufacturing products, including materials, labor, and overheads.
IT
Inventory Turnover: The rate at which a company sells and replaces inventory over a given time, indicating efficiency.
OTDR
On-Time Delivery Rate: The percentage of customer orders fulfilled within the agreed delivery timeframe, reflecting reliability.
CUR
Capacity Utilization Rate: The ratio of actual production output to maximum potential output, indicating production efficiency.
OLT
Order Lead Time: The total time between customer order placement and delivery, including processing, manufacturing, and shipping.
RMA
Return Material Authorization (RMA) Rate: The percentage of products returned due to defects, damages, or customer dissatisfaction, requiring repair or replacement.
108 Charts
Launch Best-in-Class Manufacturing Company Business Intelligence in Just 48 Hours
Production Volume Over Time
Illustrates trends in the quantity of goods manufactured over specific periods to assess production consistency.
OEE Over Time
Tracks changes in overall equipment effectiveness, combining availability, performance, and quality metrics over time.
Downtime Analysis
Identifies primary causes of downtime, ranking them by frequency or impact to prioritize corrective actions effectively.
FPY Over Time
Displays variations in the percentage of products manufactured without defects or rework over a given timeframe.
Defect Rate Over Time
Shows fluctuations in the percentage of defective products produced, helping monitor quality trends and improvements.
Inventory Turnover Ratio
Compares the frequency at which different products are sold or replaced within inventory during a specific period.
On-Time Delivery Percentage
Tracks changes in the percentage of orders delivered within agreed timelines, highlighting delivery reliability trends.
Capacity Utilization Over Time
Monitors the proportion of available production capacity being used effectively across specified time periods.
Lead Time Over Time
Visualizes trends in the time taken to process and deliver customer orders, identifying efficiency improvements or delays.
RMA Rate Over Time
Tracks the rate of product returns due to defects or customer issues, highlighting trends in quality concerns.
Scrap Rate Over Time
Displays trends in the percentage of materials discarded as waste during production over specified time intervals.
Energy Consumption Over Time
Shows changes in energy usage across production cycles, helping monitor operational efficiency and environmental impact.
COGS Over Time
Visualizes variations in direct production costs over time, reflecting changes in material, labor, or overhead expenses.
Cost per Unit Over Time
Tracks fluctuations in the average cost of producing a single unit, aiding in cost control and pricing strategies.
WIP Levels Over Time
Illustrates trends in the volume of partially completed products within production, reflecting workflow and process efficiency.
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