Novi Labs is a private AI-driven energy data analytics platform founded in 2014 (with some sources noting 2015) and headquartered in Austin, Texas, with an additional office in Rotterdam, Netherlands.[1][2][5] It builds advanced tools including the Data Engine for data ingestion, Model Engine for machine learning workflows, Forecast Engine for production forecasting, Insight Engine for no-code visualizations, and Novi Intelligence for research like M&A analytics and basin studies.[1][5] Serving upstream oil & gas operators, investors, reservoir engineers, traders, and financial institutions, Novi solves outdated analytics workflows by integrating public and proprietary well-level data (e.g., daily production, completions details via the Novi Data Network) with AI-powered predictive modeling to enable faster asset valuations, investment screening, risk analysis, and development planning.[1][2][4][6] The platform demonstrates strong growth momentum, with expanding data customers, operator data-sharing partnerships, 3 patents in AI/neural networks and drilling tech, and adoption by top firms for M&A deals and drilling optimization.[1][2][6]
Novi Labs emerged from the need to modernize slow, outdated oil & gas analytics during the shale boom's early days.[1][5] Co-founder and President Jon Ludwig, with extensive experience at Hess Corporation in economics, finance, and shale operations, drove the vision for software revolutionizing investment analysis.[5] The idea crystallized as traditional tools failed to handle complex data integration and forecasting; Novi pioneered a unified platform combining licensed operator data, curated datasets, and patented AI analytics.[1][5] Early traction built through proprietary non-public data networks and tools like ShaleProfile (now Insight Engine), gaining users among operators and investors for rapid acquisition evaluations—pivotal moments include facilitating sales like Primexx to Callon Petroleum in 2021 and optimizing drilling programs.[1][6]
Novi Labs stands out in energy analytics through these key strengths:
Novi Labs rides the AI transformation in energy, applying neural networks, classification algorithms, and big data to upstream oil & gas amid volatile markets and shale maturity.[1][2][5] Timing aligns with post-shale demands for precise forecasting as operators face declining inventories, M&A surges, and energy transition pressures—Novi's tools address data silos and manual processes, enabling data-driven capital allocation.[1][4][6] Market forces like rising data volumes, cloud adoption, and investor scrutiny favor its platform, influencing the ecosystem by empowering smaller operators/investors against giants and standardizing AI analytics (e.g., via patents and partnerships with firms like Baker Hughes).[1][2][6] It accelerates industry shift from spreadsheets to predictive intelligence, boosting efficiency in a $5T+ sector.
Novi Labs is poised to expand as AI deepens in energy, with its Data Network and modular engines scaling to global basins beyond U.S. shale.[1][5] Trends like real-time data sharing, ESG-integrated forecasting, and electrification will shape growth, potentially via new funding beyond its latest loan round or acquisitions.[2] Influence may evolve toward full upstream orchestration, solidifying its role as the go-to for high-stakes decisions—much like how it began disrupting outdated workflows, Novi will redefine energy capital flows in an AI-native era.[4][6]
Novi Labs has raised $7.0M in total across 1 funding round.
Novi Labs's investors include Montrose Lane.
Novi Labs has raised $7.0M across 1 funding round. Most recently, it raised $7.0M Series A in May 2019.
| Date | Round | Lead Investors | Other Investors |
|---|---|---|---|
| May 1, 2019 | $7.0M Series A | Montrose Lane |
