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Industry · OIL & GAS OPERATORSFunction · Data & Knowledge
UC-163

Unified Subsurface & Production Data Fabric

Reconciles incompatible subsurface and production historians into one queryable layer that every downstream solution reads.

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The Challenge

Two incompatible data stacks (OSIsoft PI, Honeywell, Emerson) mean every analytics case rebuilds its own plumbing. Slow data integration is where 30-50% of deal value is lost.

How It Works

  • Connects both companies' historians, subsurface stores and production systems.
  • ML-assisted mapping reconciles tags, wells and units into one model.
  • Serves one queryable layer with lineage to every downstream solution.

What It Removes

  • Incompatible historians across two estates
  • Each use case rebuilding data plumbing
  • Deal value lost to slow IT integration
Input Data RequirementsProduction historians (OSIsoft PI, Honeywell, Emerson), subsurface databases, well masters
Output FormatOne reconciled, queryable data layer with lineage - the foundation every solution reads
“Built once, read by everything - the compression play a modern data platform makes possible.”
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