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The Device Sensor Data Black Hole

"About 90 percent of data generated by most sensors never get utilized, and 60 percent of that data loses its true value within milliseconds."

— Bob Picciano, SVP of IBM Analytics, IBM Insight 2015

Barriers to Unlocking Full Value of Sensor Data

Organizations face three critical challenges preventing them from extracting business value from their telemetry data.

Inconsistent Data Formats

Every equipment vendor speaks a different language. Proprietary protocols and data formats make it nearly impossible to normalize and correlate telemetry across your device fleet. Your ASML data can't talk to your Applied Materials data.

High-Velocity Streaming Data

A single EUV tool generates 5,000+ data points per second. Multiply that across your fab floor. Traditional databases and batch pipelines simply can't keep up — critical insights are lost before they're ever processed.

No Unified Telemetry Platform

You're paying for 5-7 disconnected tools to do what one platform should. Data collection here, storage there, ML somewhere else. The result: blind spots, redundant costs, and no single source of truth for your equipment health.

Ready to Unlock Your Sensor Data?

Syntrixia® transforms the 90% of unused sensor data into actionable intelligence — from edge to insight in a single platform.

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