Wood Mackenzie has partnered with Novi Labs to enhance its Lens Lower 48 solution with the most accurate, operator-verified well-level production data, marking a major step forward in U.S. shale intelligence.| Novi Labs
Join Brandon Myers, Head of Research at Novi Labs, in the Oil Ground Up Podcast episode, where he explores the future of US shale through the lens of type curves, breakeven economics, and inventory dynamics. From price sensitivity to regulatory impacts and efficiency gains, Brandon unpacks the key forces shaping long-term production stability in the unconventional sector.| Novi Labs
Get forward-looking insights, real data, and transparent analysis you can trust. The post The End of Backward-Looking Energy Research: Introducing Novi Intelligence appeared first on Novi Labs.| Novi Labs
Is US shale really running out of steam? Novi Labs’ Brandon Myers explains why shale’s decline is overstated, what break-even prices reveal, and how technology and policy are reshaping the industry.| Novi Labs
Discover how transfer learning bridges data gaps in frontier basins. Learn how models trained on mature plays improve forecasting in the Powder River Basin.| Novi Labs
Discover how formation-specific spacing strategies across 23,000 wells in the Permian are reshaping development economics and recovery outcomes in tight oil plays.| Novi Labs
A look back at URTeC 2025: industry uncertainty, AI hype, and why Novi Labs' research and technical sessions sparked some of the most meaningful conversations.| Novi Labs
In this oil and gas machine learning use case we explore Vista's record-setting Vaca Muerta o&g well production data models.| Novi Labs
Well spacing data is crucial for advanced reservoir simulation and modeling, helping simulate reservoir behavior in different scenarios.| Novi Labs
Proppant data is a critical component in oil and gas analytics and reservoir engineering. Discover how proppant data is used in oil and gas analytics and reservoir engineering:| Novi Labs
We will explore estimating rock quality with SHAP values in a machine learning based model for forecasting.| Novi Labs
Is public water production data reliable enough to support critical decisions in tight oil development? Not always. In this blog post, we explore findings from our URTeC 2025 paper analyzing over 10,000 wells across four states. The post Exposing Critical Data Reliability Issues: How Public Water Production Records Fail to Capture Reality in Tight Oil Wells appeared first on Novi Labs.| Novi Labs
What if the data you rely on for production modeling is steering you wrong? In this blog post, we break down the insights from our URTeC 2025 paper, where we analyzed over 100,000 wells across seven U.S. basins. The post Can 100,000 Wells Reveal What Single-Basin Analysis Misses? The Hidden Biases Undermining Unconventional Production Models appeared first on Novi Labs.| Novi Labs
Explore year-over-year shifts in AI adoption across reservoir engineering. This 2025 report tracks changes in forecasting methods, data strategy, skill development, and proprietary data use from over 150 U.S.-based engineers.| Novi Labs
Optimize energy investments with precise well forecasts and well-level upstream data. Energy Data Analytics for oil & gas operators and investors| Novi Labs
AI is transforming upstream oil & gas, automating workflows, and optimizing production. Learn how proprietary data & AI are redefining energy operations| Novi Labs
Learn how to debias machine learning models for accurate forecasting in the Delaware Basin. Discover techniques to identify and correct data biases affecting downspacing and production trends.| Novi Labs
Discover why traditional spacing trends in the Permian Basin can be misleading and how Novi's innovative forecasting models offer a more accurate approach to well performance. Read the first part of our series to learn about the hidden factors influencing shale well production.| Novi Labs
Join the Novi team as we recap URTeC 2024, highlighting key takeaways, technical innovations, and insights from our presentations on machine learning in oil production forecasting, emerging basins like Uinta, and more. Discover how data-driven approaches are transforming the industry.| Novi Labs
Blog Post| Novi Labs