Tachyus helps operators in the oil and gas industry to optimize their operations and reduce carbon emissions. Our proprietary models combine data, machine learning and physics to build very reliable models that are orders or magnitude faster than traditional physics based models. These models can be used to continuously optimize reservoir management decisions and perform what-if analysis in minutes to understand the impact of different operational decisions.

​Aurion, our GHG emissions management platform, enables oil and gas and other industries to account, monitor, forecast and report GHG emissions to regulatory agencies. Aurion integrates with any data source to fully streamline the GHG emissions management process, enabling companies large and small to monitor GHG emissions on a daily basis, and understand the impact of future operational decisions on GHG emissions to help with their Net-Zero goals.

 

 

Let Your Data Take Your Operations to the Next Level with AI Enabled Operational Optimization

Operators of varying sizes all over the world have leveraged Tachyus across many fields and recovery processes  to achieve up to a 20% increase in production and up to a 40% decrease in operational costs and GHG emissions.

 

• Conventional Optimization

Create fast models to optimize your waterflood, CO2 flood, gas injection, WAG or primary production in a matter of weeks

• Unconventional Optimization

Optimize unconventional well and frac design with fast AI models that honor data and reservoir physics

• Production Allocation

Fully automated layer level production and injection allocation integrating all sources of data

• Data + Physics + Machine Learning

Tachyus' models combine data, physics and machine learning to create the most robust and reliable models

1). GHG Emissions Management

Aurion

End-to-End Platform for GHG Emissions Accounting, Monitoring, Forecasting and Reporting.

• Your Fully Integrated GHG Emissions Management Platform

Transform your operations with Aurion's GHG emissions management solutions. Our cutting-edge technology simplifies emissions reporting, reduces carbon and methane emissions, boosts efficiency, and is fully transparent and auditable. Aurion also includes Criteria Air Pollutants now.

• Streamlined Data Integration

Connect to 300+ data sources and formats seamlessly, map any data to model inputs, and automate for continuous GHG estimation and monitoring.

• GHG and Criteria Air Pollutants Accounting and Reporting

Estimate emissions (Scope 1, 2, and 3) with industry standard models (EPA Subpart W etc.), and automate reporting to regulatory agencies like the EPA. Comply with the new SEC Climate Disclosure Rule and California SB 253 Climate Data Accountability Act. Report Criteria Air Pollutants to multiple states.

• GHG and Criteria Air Pollutants Emissions Monitoring

Continuously monitor GHG and CAP emissions on demand or in a fully automated manner, daily, weekly or monthly.

• Forecast Future Emissions

Forecast future emissions for various operational plans to design an effective strategy for reducing GHG emissions to achieve Net-Zero goals.

• ESG Reporting Frameworks

Aurion integrates the most credible and widely adopted sustainability frameworks for general corporate reporting (CDP, TCFD, GRI and SASB).

• Advanced Analytics and AI

Aurion includes advanced analytics, such as automated data quality control, machine learning models, MACC analysis, sensitivity analysis etc.

 

Aurion is Designed for Many Verticals:

• Oil and Gas
• Medical
• Utilities
• Manufacturing
• Construction
• Technology

 

 

2). Conventional Reservoir Management and Optimization

Aqueon

Conventional Reservoir Management and Optimization Using Fast AI Models that Honor Data and Reservoir Physics.

• Proven Technology used Worldwide

Operators of varying sizes all over the world have leveraged Tachyus across 50K+ wells to achieve up to a 20% increase in production and up to a 40% decrease in injection cost for waterfloods, steamfloods and miscible gas injection processes.

• Physics + Machine Learning

Tachyus' Data Physics models are machine learning models that honor reservoir physics like traditional reservoir simulators, but are orders of magnitude faster. 

• Fast Model Creation

Build and validate predictive models in a matter of days that match all your historical production and injection data.

• Fast What-If Analysis

Run what-if scenarios like the impact of changing injection rates, well conversions, infill well drilling, etc. in a matter of minutes.

• Multi-Objective Optimization

Run multi objective optimization to optimize injection rates, producer to injector conversions, infill drilling locations, producer BHP optimization etc. against objectives like oil production, NPV, etc. in a few hours.

• Uncertainty Quantification

Get an ensemble of models that all match your historical data to account for uncertainty and measurement errors, and run probabilistic forecasts.

• Unique Reservoir Insights

Understand your field through estimates of connectivity between wells, spatial variation of reservoir quality, and distributions of reservoir properties.

 

 

 

3). Unconventional Optimization

Fraceon

Optimize Unconventional Well and Frac Design with Fast AI Models that Honor Data and Physics.

• Unique Modeling Technology

Operators of varying sizes all over the world have leveraged Tachyus across 50K+ wells to achieve up to a 20% increase in production and up to a 40% decrease in injection cost for primary production, secondary and tertiary recovery processes, and unconventionals.

• Physics + Machine Learning

Fraceon combines physics based well/pad models and state-of-the-art machine learning techniques into a seamless full field model.

• Fast Model Creation

Build and validate predictive models in a matter of days that match all your historical production and fracking data.

• Probabilistic Forecasts

Run probabilistic forecasts to estimate P10-P50-P90 production and recovery in minutes for any well, pad or full field.

• Multi-Objective Optimization

Run multi objective optimization to optimize well and frac design variables against many objectives like oil production, NPV, etc. 

• Evergreen Models

Easily  and quickly update models with latest data, so that the models are always reliable and can be used for operational decision making.

• Frac Design Insights

Understand which well and frac design variables (e.g. numbers of stages, proppant concentration, etc.) have the most impact on production.

 

The Technology Behind Fraceon

In traditional reservoir management, various types of predictive models have been applied over the years for quantitative decision making. Such models range from the very simple analytical models (type-curves, etc.) to the very complex reservoir simulation models. Simulation models attempt to model detailed behavior of reservoir physics and integrate all kinds of measured data. However, many issues such as the significant time and effort required to build and calibrate these models, computational complexity, etc. generally make their practical application difficult.

Tachyus’ Data Physics is the amalgamation of the state-of-the-art in machine learning and reservoir physics. These models can be created as efficiently as machine learning models, integrate all kinds of data, and can be evaluated orders of magnitude faster than full scale simulation models, and since they reservoir physics, they have long term predictive capacity and provide physically realistic results. Data Physics based Fraceon combines many well known machine learning models like Neural Networks, Support Vector Machines, etc. with semi-analytical and numerical well and pad models. Users can go from data preparation and modeling to decisions in a matter of days.