Oil & Gas

Alteia helps leading oil & gas companies to integrate data rapidly.


Alteia helps leading oil & gas companies to integrate data rapidly from disparate systems, operational sources, sensor networks, aerial drones, and external providers to power machine learning models that generate predictive insights at an enterprise scale. This informs mission-critical decisions such as improving inspection methods, operational efficiency, improving safety, and saving millions of dollars in value annually.

Use cases

Integrate effectively your data, decisions and operations by :

Creating a digital twin of any infrastructure (system representation)

Configuring automated data ingestion pipelines in order to aggregate, contextualize data and update the current state of the system

Visualizing, analyzing and predicting the state of the system over time (notably to detect anomalies, defects or risks)

Creating reports with actionable information that integrate easily into your business workflow

Organizing the set of actions to be taken and allocate it to the relevant teams

High value asset Inspection

  • Build a data ingestion pipeline for easy aggregation and contextualization.

  • Integrate external and internal databases (weather, GIS, etc.)

  • Automate the digital inspection process and check for defects on valuable equipment such as pipes, boilers, tanks, and flare stacks with pre-built ML models.

  • Train pre-built ML models with incremental learning as you review and validate defects on a dedicated user interface.

  • Generate reports automatically.

  • Integrate collaborative tools fully.

  • Link work orders to specific teams and equipment IDs.

  • Elaborate on predictive models by cross analyzing with industrial and IoT data.

Pipeline monitoring and right of way management

  • Build a data ingestion pipeline for easy aggregation and contextualization.

  • Generate accurate 2D and 3D models using aerial data and photogrammetry automatically.

  • Leverage Alteia's ML model library for automatic detection and vectorization of vehicles or illegal construction work.

  • Ensure regulatory compliance with fully automated detection of vegetation.

  • Automatic detection of gas leakages using Alteia's Computation Toolkit.

  • Generate inspection reports automatically and sync with your existing work order management system.

Sand Management

  • Build a data ingestion pipeline for the analysis of five years of satellite and LiDAR historical data.

  • Develop a model that identifies and computes the volume of sand-encroached areas for hauling.

  • Predict future encroachment based on dune migration modeling.

  • Visualize predictions in both 2D and 3D.

Construction monitoring of complex infrastructure

  • Build a data ingestion pipeline for easy aggregation and contextualization of field and aerial data.

  • Integrate design files and BIM models seamlessly.

  • Deliver pertinent information such as progress and potential deviations to the engineering and projects department with Alteia's time series analytics and change detection algorithms.

  • Simplify on-site documentation and auditing with the mobile application (for iOS and Android)


Alteia AI Applications