Visual Predictive Agent: AI-Driven Foresight for Critical Well Scenarios

Visual Predictive Agent: Anticipating Critical Scenarios in Wells with AI

In drilling and production operations, acting at the right time can mean the difference between stability and costly disruptions.

At Inisoft, we developed the Visual Predictive Agent to empower real-time decision-making by forecasting critical variables and visually anticipating operational risks.

How does the Visual Predictive Agent work?

•  Machine Learning-Based Forecasting

We train the agent on historical and real-time operational data, enabling it to predict the behavior of key variables over the next 24 hours.

• Projection of Critical Trends

The system generates forward-looking forecasts for critical parameters such as pressure, flow rate, and temperature, providing early visibility into potential deviations or anomalies.

• Dynamic Visual Interface

Forecasted trends are overlaid onto live operational graphs, allowing operators to easily compare actual vs. predicted behavior — a clear and intuitive way to spot issues before they escalate.

• Real-Time Alerts and Recommendations 

The agent automatically generates notifications and action recommendations based on deviations between expected and real behavior, enabling teams to react faster and more effectively.

• Incident-Related Variable Graphs

When an incident is detected or predicted, the system immediately displays the most relevant variables, helping teams quickly assess the situation and make informed decisions.