How does Novi's Energy Analytics work?

The next evolution
of energy analytics

One energy analytics solution to replace legacy workflows, combining top-tier upstream datasets with industry-leading oil and gas data science. It empowers informed decisions across your energy assets through an intuitive interface and advanced mapping tools. This is energy analytics, evolved.

Layer 1 - Public Upstream Data

Public Regulatory Data

Advanced ETL and public data integration

We’ve built the most advanced ETL (Extract, Transform, Load) system in the oil and gas industry, capturing all nuances and complexities. Our system automatically extracts information from numerous trusted sources, including state agencies, the Texas Railroad Commission (RRC), FracFocus.org, and various public databases.

All extracted data is then cleaned by our proprietary algorithms and curated by experienced reservoir engineers, ensuring the highest quality and reliability of upstream data.

Modern ETL and Industry-Leading Data Science

Novi builds analytics-ready, investment-grade datasets. We apply our data science expertise to automate quality checks, identify bad data, and improve data quality.

Unmatched Data Accuracy & Speed

Support your analysis with reliable oil well data. We process and make public data available to you as soon as it’s released, so you get access faster than your competitors.

Layer 2 - Proprietary Upstream Data

Exclusive proprietary upstream data

Novi Labs goes beyond lease-allocated data from state agencies, delivering proprietary well-level datasets for deeper insights and more reliable forecasts.

We’ve cultivated unique relationships within the industry that give us access to proprietary, non-public data sourced directly from operators and mineral companies.

This exclusive access sets our datasets apart in the energy sector.

Our proprietary datasets include rare and valuable information such as well-level production data in Texas, which is not publicly available.

The combination of public and proprietary data gives our clients a significant advantage in decision-making within the energy sector. It allows for more precise well performance predictions, optimized completion designs, and strategic planning based on a more complete picture of the operating environment.

Monthly Well-Level Production Data and Other Well Data Types

Comprehensive coverage of upstream assets, continuously updated with industry-leading datasets for production, completions, and spacing, including proprietary data at the individual well level.

Built in Collaboration with Some of L48’s Top Operators

Novi collaborates with some of the most technologically savvy operators in unconventional oil & gas, working to ensure that the scraping, processing, and allocating algorithms produce highly accurate results.

Used by the world's top oil & gas and financial institutions

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Layer 3 - Predictive Analytics

Don’t just react to market changes—anticipate them with unbiased, machine learning-driven forecasts.

Novi’s AI-driven predictive analytics empower engineers, analysts, and investors to generate accurate and unbiased forecasts for individual wells across multiple scenarios. It leverages vast amounts of data and variables with a scale and accuracy that traditional methods, like type curves, cannot match—letting technology do what it does best.

Using all public and proprietary data from previous layers, Novi AI improves accuracy in drill schedules, PDP forecasts, and critical asset evaluations with scenario-driven analysis.

This is where Novi Labs steps in.

We’ve revolutionized the accessibility of AI in the energy sector with our no-code platform. Build sophisticated AI & ML models without the need for costly, specialized engineering or data science expertise.

Scenario-Driven Analysis

Novi’s forecasting software uses dynamic ML models to swiftly calculate spacing and subsurface data for PUD and PDP wells. The Forecast Engine adapts to various scenarios, facilitating detailed analysis for acquisitions, development, and budgeting, offering flexibility for optimized asset valuation and decision-making.

Plug and Play Machine Learning Models

Building your own machine learning capabilities can take several months to years, and requires huge upfront investments (like hiring a team of data science experts). Novi gives you best-in-class analytics with no coding or maintenance required.

Layer 4 - Novi Insights

Navigate the energy landscape with unparalleled clarity using Novi Insights.

Novi Insights breaks down data silos by bringing together all upstream data from geological surveys, well logs, and drilling data all the way to production metrics and market trends into one intuitive interface, so you can see the full picture with confidence.

Our advanced mapping and charting technologies harness all previous data layers and predictive analytics, providing you with a comprehensive view of the energy market at your fingertips.

With Novi Insights, you can screen investment opportunities, evaluate productivity drivers, benchmark performance, and forecast future production—all through user-friendly dashboards and presentation-ready visuals.

What sets Novi Insights apart is its ease of use and immediate value.

With Novi Insights, you’re not just visualizing data—you’re gaining a strategic advantage in the energy market.

Depth and Breadth

From high-level overviews to granular technical and economic analysis, Novi Insights mapping technology delivers everything you need in one place. Access supply projections, well-level insights, activity trends, productivity insights, and more—all with just a few clicks.

Pre-built and Interactive Dashboards

Our mapping technologies and advanced charting provide unparalleled detail to uncover crucial trends in oil production and completion data. With just a click, you can select an area, operator, or time period and instantly see responsive graphs, ready to download for meetings or presentations.

Layer 5 - Novi Intelligence

Leveraging our wealth of proprietary data, data science expertise, machine learning capabilities, and predictive analytics from our previous layers, we’ve built a research product that stands apart in the industry.

Novi Intelligence is your all-in-one solution for research and business intelligence, offering data, forecasts, and expertise to elevate your analysis.

Our focus is on providing comprehensive analyses of the energy sector, honing in on the complexities of oil and natural gas.

These are the types of research that we are providing:

Basin research

In-depth analysis of specific geological basins, their characteristics, and potential

Forecast

Predictive models for future production, market trends, and industry developments

Corporate & M&A analysis

Insights into corporate strategies, mergers, acquisitions, and their impact on the energy landscape

Inventory analysis

Detailed examination of existing and potential oil and gas inventories, crucial for strategic planning

Working with the best companies in the space

The world’s top E&P and financial institutions are already using Novi to improve decisions quality, efficiency and return on capital.

Logo with the word PEGASUS in bold dark blue uppercase letters above RESOURCES in light blue uppercase letters, reflecting a focus on Energy Analytics.
Devon logo with the word devon in lowercase gray letters and three orange horizontal lines stacked at the top right.
Crescent Energy logo featuring a stylized blue crescent design to the left of the company name in black text on a light background.
Logo with the word SITIO in bold blue letters, a curved line passing through the middle, and ROYALTIES in light gray letters below—an ideal choice for those seeking an Enverus Drillinginfo Alternative.
Diversified Energy logo featuring a stylized white de monogram on a blue background, with DIVERSIFIED energy text to the right.
Coterra logo with a teal circular graphic on the left, symbolizing Planning & Forecasting, and the word COTERRA in uppercase teal letters on the right.

Empowering data-driven operators & investors for tomorrow's energy landscape

Novi is fundamentally changing how energy companies and investors allocate capital and evaluate energy assets  through technology and data science, leaving behind legacy analytics and outdated A&D workflows. We’re empowering individuals in the energy sector to drive impactful change.

A computer monitor displays an Energy Analytics dashboard featuring a U.S. map marked by colored data points, a line graph of oil rates over time, and a stacked area chart of total production.
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