Spotfire® for Manufacturing

Investigate complex manufacturing systems with confidence

Synthesize multi-domain manufacturing data into a shared visual decision layer, empowering engineers to understand variation faster and translate insights into measurable improvements in yield, quality, and operational performance.

A decision layer for modern manufacturing

The challenge isn’t data. It’s fragmented insights.

Manufacturing data spans MES, inspection, metrology, equipment, and test systems, each capturing a different view of production. For engineers, the challenge is connecting these perspectives to understand how variation propagates across processes, tools, and products. Without this, identifying root causes is slow, fragmented, and often delayed.

A decision layer built for high-tech manufacturing

Spotfire provides a visual industrial analytics platform that brings these signals together. By connecting manufacturing data and enabling interactive exploration across spatial, temporal, and hierarchical relationships, Spotfire® Industry Pro helps engineers investigate faster, surface root causes earlier, and drive measurable improvements in yield, quality, and performance.

Supporting critical manufacturing decisions

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Product performance optimization

Product performance depends on managing DOE (design of experiments) against process windows and spec limits, and on predicting burn-in and reliability outcomes - but materials, process conditions, and production environments are typically analyzed in separate systems, making it hard to see how they interact.

Spotfire enables engineering teams to explore relationships between process conditions, material characteristics, and product test results within a single environment, connecting DOE outputs and process window boundaries to spec limits and reliability outcomes.

By combining statistical analysis, machine learning, and interactive visualizations, engineers can identify performance drivers, evaluate design trade-offs, and continuously refine production parameters to improve product outcomes.

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Operational efficiency & resilience

Operational efficiency comes down to OEE and equipment utilization, but equipment availability, predictive maintenance schedules, and unplanned downtime events are typically tracked apart from MES and production data, so the interactions between them are hard to see until performance already suffers.

Spotfire connects equipment, maintenance, and MES data in one view, helping operations and engineering teams monitor OEE and anticipate unplanned downtime before disruptions propagate across the line.

Acting on predictive maintenance signals earlier improves asset utilization, reduces downtime, and builds more resilient production environments.

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Process integrity & control

Process integrity depends on monitoring SPC control limits, FDC (fault detection and classification), Cpk/Ppk, and multivariate drift across tools and chambers; but subtle shifts are easy to miss when tool and chamber matching happens in disconnected views.

Spotfire brings SPC signals, capability indices, and drift patterns together, so engineers can compare tool and chamber behavior side by side and spot deviations earlier.

This gives teams tighter control over production processes while enabling faster troubleshooting when anomalies occur.

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Yield & quality

Yield and quality investigations mean correlating the wafer map, defect density, kill ratio, and bin sort data with commonality analysis and a Pareto view of root causes, whether the trigger is a slow drift or a sudden excursion; but these signals typically live in separate inspection, metrology, and test systems.

Spotfire brings wafer-level spatial patterns, defect and bin data, and root-cause analysis into one visual environment, helping teams trace yield loss back to its source.

This accelerates root-cause analysis and helps organizations strengthen product quality and scale best practices across production operations.

Powering top manufacturing organizations

Renesas drives yield, quality, and efficiency with Spotfire

Spotfire empowers Renesas to integrate data from fabs, test, and assembly in real time, enabling interactive analysis, tailored workflows, and faster, more confident decisions.

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