Interpretation.ai
Tallahassee, Florida, United States
Interpretation.ai
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Browser-based machine learning interpretation platform.
About Interpretation.ai
Cognitive GeoInterpretation Inc., a Tallahassee based startup, proposes to solve seismic imaging problems using recently emerging AI techniques, particularly on the intersection of compression, visualization of large datasets on the web, deep neural networks, and a computational engine that leverages both the cloud and the browser. We are part of the Nvidia inception accelerator.
Our Approach
CGI has extensive AI and software knowledge, specifically in algorithmic design, machine learning, graphics, and processing massive datasets. We combine that knowledge with subject matter experts to speed up and improve exploration workflows.
Our Tools
We utilize the cloud for storage and computing, massive amounts of subsurface data, domain expertise, and browser architecture. All of these elements are incorporated into our proprietary software, Interpretation.ai (IAI).
Our Techniques
We utilize unsupervised, semi-supervised, and supervised AI methods within IAI to solve data compression, visualization, and geoscience interpretation problems. We also incorporate client plug-ins to expand platform capabilities.
Description of Services
Our Objectives:
- Speed exploration process by a factor of 10x
- Increase collaboration via browser software design
- Create accurate earth models utilizing AI Active Learning
- Build a complete set of AI based subsurface tools from Data
- Visualization through Field Development/Monitoring
Services:
- Browser-Based
- Simple Collaboration
- Train and Deploy Models
- Cloud Storage and Compute
- Seismic and Well Log Support
- Automated Annotation
What we do
Problem
Oil and Gas companies must seek out geophysical interpreters to map out ground layers. These ground layers may comprise billions of elements per volume; human interpretation cannot scale to this magnitude.
Our Methodology
We combine the expertise of oil and gas industry professionals with our extensive software knowledge and experience in algorithmic design, machine learning, graphics, and processing massive datasets.
Our Solution
Interpretation.ai (IAI) is a browser-based interpretation platform. Users of the site interpret data allowing our algorithm to continuously learn from professionals' input creating machine labelled data.
- Browser-based machine learning interpretation platform
- Train and deploy machine learning models
- View and interpret 3D datasets in the browser
- Easily collaborate with other interpreters
- Import seismic data and get started in minutes!
