A new paradigm of geoscience consulting
Maximize the insight obtained from subsurface data
At Kognitus, we specialize in automating workflows and solving subsurface problems by integrating traditional geoscience methods with cutting-edge AI open-source and proprietary tools.
Besides extensive expertise in AI technologies, our team has comprehensive experience in geostatistics, petrophysics, basin and reservoir modeling, risk and uncertainty analysis, and seismic interpretation. In addition, we benefit from in-depth international knowledge and leading innovation capability.
Our “Subsurface Intelligence” services fit customer needs and comprise fully integrated or specialized studies, technical assistance, advisory services, expert opinions, and on-the-job training services. Our experience includes projects in a variety of areas, such as:
- Rock properties prediction and propagation in reservoir grids using ML algorithms.
- Petroleum system uncertainties and risk assessment using basin modeling and ML algorithms.
- Automated seismic interpretation using CNN algorithms.
- Automated well log correlation at scale
- Prediction of missing well log curves using RNN and LSTM algorithms
- Seismic inversion using CNN algorithms trained with synthetic data generated by Markov-Chain simulation
- Seismic data compression using autoencoders