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Why ‘Quality Data’, Not Big Data Is Critical For Process Efficiencies
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Why ‘Quality Data’, Not Big Data Is Critical For Process Efficiencies

Forbes · May 16, 2026, 10:08 PM · Also reported by 1 other source

Key takeaways

  • Markets Why ‘Quality Data’, Not Big Data Is Critical For Process Efficiencies By Gaurav Sharma,
  • Forbes contributors publish independent expert analyses and insights.
  • That’s the critical differentiator for industrial artificial intelligence, advanced analytics, and ultimately agile business decisions made by industries ranging from refining to fertilizer plants.

Markets Why ‘Quality Data’, Not Big Data Is Critical For Process Efficiencies By Gaurav Sharma,

Forbes contributors publish independent expert analyses and insights. Gaurav Sharma is a London-based analyst who covers energy & ESG.Follow Author May 16, 2026, 06:08pm EDT--:-- / --:--This voice experience is generated by AI. Learn more.This voice experience is generated by AI. Learn more.Illustration: Getty Creativesgetty In a software-led global industrial complex that’s going strong on digitalization, the mention of ‘big data’ has become routine. But process industries say it is ‘quality data’ and not randomly gathered digital data mountains that make the difference.

That’s the critical differentiator for industrial artificial intelligence, advanced analytics, and ultimately agile business decisions made by industries ranging from refining to fertilizer plants.

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