Smart Oil and Gas Solutions Enabled by Edge AI Technology
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Edge-native AI Technologies that Deliver Smart Energy Solutions


What We Do

Reliable performance of mission-critical assets is the lifeblood of Energy operations.

Our Edge-native AI technology delivers intelligent insights within a cost-effective footprint. Demonstrable capabilities include:

  • Visibility into field asset performance and sustainability
  • Actionable intelligence from relevant data sources including sensor and telemetry data systems (SCADA, DCS, PLC, RTU, etc.)
  • Predictive maintenance that optimizes maintenance schedules and reduces maintenance costs
  • AI-Driven security monitoring to protect critical assets from cyber-attack—proactive protection of assets and their data
  • 予測 output monitoring using ML algorithms to predict and respond to production fluctuations

Leveraging Data to make it

  • AI technologies that enable collection, processing, action, and storage of telemetry data from connected asset sensors

  • Utilizes existing operational and maintenance systems to enhance robustness and accuracy of outputs

  • Real-time tracking of the health and security of connected assets across the Energy ecosystem


Using Predictive Maintenance and AI/ML to address the challenges of the Energy Value Chain

Drilling & Well Completion

  • Drilling Process Optimization
  • Casing Running Tool Diagnostics
  • Pressure Pumping Process Diagnostics & Prognostics
  • Reduced Non Productive Time
  • High Pressure Monitoring in EPS
  • Visibility into Flowback Operations


  • Well Performance Ranking
  • Optimizing Flowback Operations
  • Multi-Phase Meter Diagnostics
  • Reduced Non- Productive Time
  • Granular insights into Rig State Activities
  • Optimization of anomalies detection
  • Process Monitoring and Optimization

Gathering Systems

  • Tank Diagnostics
  • Pressure Hot Spot Detection
  • Compressor Diagnostics
  • Reduced Non- Productive Time
  • Hotspot detection
  • Sales Point Optimization
  • Optimization of Swing Point decisions


  • Engine Emergency Shutdown Prediction
  • LNG Container Integrity Diagnostics
  • Flow Meter Optimization
  • Compressor and Engine Predictive Analytics
  • Pump and Engine Predictive Analytics
  • Reduced Non- Productive Time
  • Compressor Station Optimization
  • Pump Station Optimization


  • Processing Plant Optimization
  • Quality Benchmarking
  • Batch Processing Optimization
  • Non-Productive Time
  • Non-Uniform size of finished product due to clogging of reactor
  • Visibility into “in-process’ quality
  • Reductions in off-spec product

Chemical Processing Plant

  • Automated Root Cause Analysis
  • Quality Diagnostics and Prognostics
  • Time Sensitive Manufacturing Turnaround
  • High Precision Data Outputs
  • Reductions in quality related customer complaints
  • Reductions in Off-Spec Production
  • Reduced Non- Productive Time

Business KPIs

  • Reduce Equipment Failure Rate
  • Increase Mean Time Between Failure (MTBF)
  • Keep Average Volume at Planned Levels
  • Reduce Maintenance Downtime
  • Reduce Vulnerability to Zero-Day Cyber Attacks
  • Reduce Operating Costs (including Maintenance)
  • Increase Fleet Utilization
  • Increase Life of Assets
  • Improve Operational Practices
  • Improve Job Performance – Time Between Stages
  • Reduction in Field Services Costs
  • Improve Asset Security—Real-Time Detection of Cyber Threats

Benefits to Assets and Processes

Edge-based AI and ML for asset and process optimization

  • Visibility
  • Performance
  • Assessment
  • Operational Excellence
  • Business Excellence
  • Job Status
  • Status & Health Monitoring
  • Basic Asset Diagnostics
  • Asset Utilization
  • NPT Reduction
  • On Job Asset Utilization
  • On Job Asset Performance
  • Process Timeline
  • Performance Baseline
  • Advanced Asset Diagnostics
  • Job Performance Analysis
  • Safety Process Monitoring
  • Realtime Operations Optimization
  • Maintenance Process Optimization
  • What-if Analysis
  • Goals
  • Profitability Analysis
  • Fleet Output Optimization
  • Basic Diagnostics
  • Alarms and Notifications
  • Equipment Performance
  • Unit Inlet and Outlet:
  • – Flowrate
  • – Pressure
  • – Anomalies
  • Plant Level/Unit Operating Benchmark
  • Performance to Operating Parameter Correlation
  • Energy Consumption Baseline
  • Realtime Performance Diagnostics vs. Benchmark
  • Advanced Diagnostics
  • Equipment Timeline
  • Realtime Plant Optimization
  • Maintenance Process Optimization
  • What if Analysis
  • Goals
  • Sales Volume Optimization
  • Cost Reduction

Want to know more about how to optimize your specific industry?

Connect with us today and request a demo.



  • Drilling Process Optimization
    Unlock $ from Downhole Blindspots
  • Valve Set Point Prediction
    Powering Autonomous Operations
  • Flowback Ops Diagnostics
    Driving Efficiencies in Early Production
  • Production Perf Benchmarking
    Taking Control of Vital Well Statistics
  • Enhancing Process Yield
    Identification of Hidden Influencers
  • Engine Failure Prediction
    Real-Time Edge AI
  • Managing Risks in LNG
    Global Emergency Response Centre

Interested in how MicroAI AtomML™ works?

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Products that drive smart Energy solutions

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