Novi Model Engine
Elevate your energy analytics with Novi's industry-specific, cloud-based models that surpass generic ML and slow in-house solutions. Our transparent algorithms, tuned for unconventionals, empower your team to inspect model logic, configure inputs, and analyze performance—all without coding or black box constraints.
Trusted by some of the world’s top Oil & Gas and financial institutions
Supercharge O&G forecasts: Industry-tailored ML
Model Engine empowers your engineers, analysts, and geoscientists to build powerful machine learning models customized for highly accurate oil and gas forecasting—without writing a single line of code. Through an intuitive interface, your team can easily configure model inputs and variables, analyze performance, and tailor predictions to specific assets and operations.
Unmatched accuracy
Novi's models make highly accurate forecasts, whether you are looking at producing wells, undrilled locations, or hypothetical designs.
Self-service
Model Engine makes building machine learning models easy with a simple graphical interface, cloud compute, and no coding required.
Full transparency
Supply projections, activity trends, productivity analysis, and more. We provide insights into the most critical datasets in the industry.
Full transparency
Using a machine learning model requires you to understand how it functions. Model Engine offers you a full white box solution into how the model was built, how all the input variables impacted the forecast, and which analog wells informed every forecast.
Black box
Traditional machine learning models are complex and difficult to understand.
Transparency datasets
Production drivers, analog wells, and confidence intervals show you how the model is working.
Build models easily and reliably
Machine learning models are difficult to code and even harder to maintain. Novi eliminates the need for coding expertise, allowing you to build models easily through an intuitive web interface and cloud computing.
In-house solutions
Normalizing field names, converting units, and blending data based is complex and difficult manually.
Novi model engine
Easy to use and no coding required.
Forecast a curve
Operator decisions may impact peak rate and EUR very differently. If you're just looking at one metric, you're missing the full picture and cannot accurately optimize developments.
Point-in-time models
Modeling EURs, peak rate, or 360-day cum misses the complex behavior of production through time.
Time series forecasting
Novi models forecast a production curve -- meaning they capture peak rates, shifts in decline, and late time production.
See Novi Model Engine in action
Ready to see what Novi Labs can do for your team ?
We can walk through your requirements, answer questions, and review ways Novi Labs can help your organization.
