Case Studies

Case Studies

De-identified by design; published after customer authorization.

From Data Silos to a Metrics PlatformMETALLURGY
钢铁De-identified

From Data Silos to a Metrics Platform

Multiple systems, conflicting metric definitions — a data platform integrates plant-wide data, a metrics platform unifies definitions, and self-service reporting follows.

  • From queueing for data to self-service
  • Monthly reconciliation meetings eliminated
Work Permits on Digital RailsTHERMAL POWER
火力电厂De-identified

Work Permits on Digital Rails

Safety-critical, zero-tolerance scenarios deserve digitalization first — work permits, maintenance, materials and assets in one closed loop.

  • Permit processing time reduced
  • Work order closure rate improved
From Watch-Screens to ForecastingENERGY STORAGE
储能De-identified

From Watch-Screens to Forecasting

Volatile spot prices, unclear revenue — forecasting delivers confidence intervals, optimization delivers dispatchable instructions, review attributes every deviation.

  • Forecast accuracy is back-testable
  • Strategy beats manual experience
Foundation First, Then AppsPROCESS INDUSTRY
通用流程制造De-identified

Foundation First, Then Apps

More silos, limited budget, frontline fatigue — a platform path where every step of investment shows a return, integrating legacy systems rather than replacing them.

  • Incremental investment, visible results
  • Legacy investment protected

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