Foresight Pilot
AIQ
FORESIGHT predicts ESP failures using AI and physics models, helping oil & gas operators reduce downtime, extend pump life, and improve operational efficiency.
FORESIGHT predicts ESP failures using AI and physics models, helping oil & gas operators reduce downtime, extend pump life, and improve operational efficiency.
Overview
FORESIGHT is an AI-powered ESP (Electric Submersible Pump) failure prediction and optimization solution that proactively reduces downtime and enhances equipment reliability. By combining real-time sensor data with machine learning and physics-based simulation, FORESIGHT predicts failures up to 90 days in advance, classifies fault types, and provides actionable alerts for better maintenance planning.
This one-week professional services pilot is designed to help you assess the feasibility of deploying FORESIGHT on Microsoft Azure, validate predictive workflows, and accelerate your Azure-driven asset reliability program.
Key Benefits
- Predictive ESP Failure Detection: Identify electrical, mechanical, and completion-related failures before they occur.
- Reduced Downtime: Receive early warnings and proactively plan interventions.
- Optimized ESP Performance: Extend run life and improve asset reliability through AI-driven analytics.
- Azure-Ready Architecture: Built on secure, scalable Azure services with real-time data streaming, model deployment, and visualization.
Pilot Deliverables
- Azure Data Integration Setup
- Connect PI Historian and field sensor feeds to FORESIGHT hosted on Azure.
- Hybrid Model Deployment
- Run real-time AI and physics-based models via Azure Web Apps or Kubernetes.
- Monitoring Dashboards
- Visualize Failure Probability Indicators and alerts with Power BI and Azure Monitor.
- Scalability Recommendations
- Guidance on expanding to full production using Azure Synapse, Azure ML, and other native tools.
Why Choose This Pilot?
- Proven Impact: Deployed across 83+ wells with high model accuracy and operator trust.
- Accelerated Insights: Rapidly demonstrate predictive capabilities and field value.
- Expert Guidance: Delivered by AIQ’s AI and subsurface specialists for upstream operations.
Next Steps
- Purchase & Kickoff: Start the pilot and configure Azure environment.
- Model Deployment: AIQ team tailors and deploys FORESIGHT models to your asset data.
- Performance Review: Conclude with a report on predictive accuracy and roadmap for scale-up.
