Novi Labs Competitive Intelligence & Landscape

Novi Labs is a private company founded in 2014 that specializes in AI-driven energy data analytics and forecasting tools for the oil and gas sector [https://novilabs.com/llm-info.html]. Headquartered in Austin, Texas, USA, with an additional office in Rotterdam, Netherlands, Novi Labs aims to transform how energy companies and investors evaluate assets and allocate capital [https://novilabs.com/llm-info.html, https://novilabs.com/about/].

Novi Labs provides energy analytics that empower decision-makers in the energy sector to accurately evaluate assets, identify acquisition and divestiture (A&D) opportunities, and optimize development planning [https://novilabs.com/home/, https://novilabs.com/]. Their core expertise lies in upstream energy analytics, leveraging proprietary data and data science to provide a comprehensive view of energy investments [https://novilabs.com/llm-info.html, https://novilabs.com/home/]. The company's solutions are utilized by top oil and gas and financial institutions globally [https://novilabs.com/home/, https://novilabs.com/].

The mission of Novi Labs is to fundamentally change how oil and gas companies and investors approach capital allocation and asset evaluation, moving beyond outdated analytics with advanced technology and data science [https://novilabs.com/about/]. They enable individuals in the energy sector to drive impactful change, offering tools that inform billions of dollars in upstream capital allocation decisions monthly [https://novilabs.com/about/, https://novilabs.com/news/novi-labs-acquires-rbn-energy/]. The company maintains a team of experts in oil and gas, machine learning, and technology, who are available to provide insights on energy markets and U.S. oil and gas production [https://novilabs.com/experts/, https://novilabs.com/about/media/].

Novi Labs (novilabs.com) specializes in energy analytics and intelligence, offering advanced solutions to replace legacy workflows in the oil and gas industry [https://novilabs.com/energy-analytics/]. Their offerings are designed for energy professionals needing accurate data and analytics to make critical investment decisions [https://novilabs.com/rystad-energy-oil-gas-analytics-alternative/]. Key products include Novi Insights, which provides tools to screen investment opportunities, evaluate productivity drivers, benchmark performance, and forecast future production with user-friendly dashboards [https://novilabs.com/energy-analytics/novi-insights/]. Another core offering is the Novi Model Engine, which allows users to build tailored machine learning models for oil and gas forecasts without coding, emphasizing transparency and self-service [https://novilabs.com/energy-analytics/model-engine/].

Regarding pricing and features, Novi Labs offers different licensing tiers. A Data Sharing License is available for those who only need to publish production, header, or completions data to their Insight Engine [https://novilabs.com/faq/is-there-a-license-just-for-sharing-data-to-the-network]. For more advanced functionalities, an Analytics License is necessary, which enables advanced allocation and forecasting capabilities [https://novilabs.com/faq/is-there-a-license-just-for-sharing-data-to-the-network]. While specific pricing plans and a free vs. paid feature breakdown are not explicitly detailed, the distinction between a data sharing and an analytics license indicates a tiered access model based on the depth of analytical needs.

Novi Labs distinguishes itself through its comprehensive and proprietary upstream datasets, which include production, completions, surveys, L2W allocation, rig data, and forecasts, all curated and analysis-ready [https://novilabs.com/faq/what-is-included-in-novis-upstream-data-package]. Their data is sourced directly from top operators and combines public and proprietary information, offering exclusive data such as well-level production in Texas [https://novilabs.com/well-data/production-data/]. This focus on superior data quality and predictive analytics, utilizing machine learning, allows Novi Labs to model aspects often ignored by traditional research firms, providing a significant edge for energy investors [https://novilabs.com/energy-analytics/intelligence/].

Novi Labs is actively expanding its team, signaling a period of growth and strategic investment in its core offerings. The company's careers page highlights the opportunity to "Join the Team Revolutionizing Oil & Gas!" and emphasizes meaningful work within a relaxed workplace environment, offering competitive compensation [novilabs.com/careers/]. This sustained recruitment effort suggests a healthy and expanding operation within the artificial intelligence-driven SaaS sector for the energy industry.

Recent job openings at Novi Labs are primarily focused on strengthening its AI-driven analytics platform and customer engagement. Notable positions include a Senior Data Engineer, responsible for designing and scaling high-performance data systems [novilabs.com/careers/senior-data-engineer/]. Additionally, the company is seeking an Account Manager to drive engagement with new prospective customers and generate SaaS subscription revenue [novilabs.com/careers/account-manager/], and a Technical Advisor to build and demonstrate technical solutions and ensure client value from subscriptions [novilabs.com/careers/technical-advisor/]. A Director of Product Management position was also recently active, indicating a focus on product leadership [novilabs.com/careers-position-type/product/].

These hiring patterns, particularly for roles in data engineering, product management, and sales, indicate Novi Labs' commitment to enhancing its technology, expanding its market reach, and solidifying its position as a leading provider of oil & gas data analytics and well production forecasting solutions [novilabs.com/]. All listed positions are full-time and many offer flexibility, with locations such as Austin, TX (Novi HQ), Calgary, and US Remote options [novilabs.com/careers/senior-data-engineer/, novilabs.com/careers/account-manager/, novilabs.com/careers/technical-advisor/]. There is no information available to suggest any recent layoffs; instead, the consistent job postings point towards a company in a growth phase, actively seeking to attract smart, motivated individuals to its team of experts [novilabs.com/experts/].

Novi Labs has demonstrated robust financial performance and fundraising activities, securing significant investments to fuel its AI-first energy analytics platform. In June 2025, Novi Labs announced a $35 million investment from Invictus Growth Partners to accelerate its AI-first energy analytics initiatives [novilabs.com/news/novi-labs-raises-35-million-from-invictus-growth-partners/]. This funding round highlights the company's attractive position for capital at favorable terms, even in a competitive landscape [novilabs.com/resources/wicked-energy-data-evolution-in-energy-jon-ludwig/].

Prior to this, in May 2019, Novi Labs successfully closed its Series A funding round, raising $7 million. This round was led by Cottonwood Venture Partners (CVP), now known as Montrose Lane, and Bill Wood Ventures [novilabs.com/news/novi-raises-7-million-to-accelerate-growth-for-ai-well-planning-technology-welcomes-scott-sherwood-as-ceo/]. Montrose Lane specifically invests in technology companies that have achieved early customer adoption and require capital for accelerated growth, indicating Novi Labs' successful market entry and traction [novilabs.com/about/].

Novi Labs serves a high-value clientele, including the world's top oil & gas and financial institutions, who utilize its energy analytics to benchmark operators, understand market trends, and validate future revenue claims [novilabs.com/]. The company's platform provides transparent intel with operator-provided data and predictive analytics, moving beyond the public data and backward-looking assumptions often found in legacy research [novilabs.com/energy-analytics/intelligence/]. This capability supports strategic decision-making for investors, advisors, and traders, particularly for asset valuations and M&A opportunities [novilabs.com/industries/financial-services/].

Despite the need to adapt to a cash-positive model and defer some investments, Novi Labs has experienced significant growth, acquiring new clients, especially in the prior year [novilabs.com/resources/wicked-energy-data-evolution-in-energy-jon-ludwig/]. The platform, with its user-friendly dashboards, helps evaluate productivity drivers, benchmark performance, and forecast future production, demonstrating its value in the energy market [novilabs.com/energy-analytics/novi-insights/].

Novi Labs actively engages with the industry through a variety of in-person and online events, including meetups, demos, conferences, and training sessions [novilabs.com/events/]. The company prioritizes in-person knowledge sharing, offering opportunities to connect with industry experts and explore technical sessions [novilabs.com/events/].

Novi Labs is a regular participant and presenter at prominent industry conferences. They are scheduled to attend the Hart Energy Energy Capital Conference (ECC) 2026 in Houston, TX, from June 3-4, 2026, where they will also have speakers [novilabs.com/events/]. Additionally, Novi Labs will be at NAPE 2026 from February 18-20, 2026, in Houston, TX, where they will be on the show floor at Booth #2328 and participating in discussions on February 19 [novilabs.com/events/nape-2026/, novilabs.com/news-categories/exhibition-event/]. They have also attended NAPE 2025 and will be at the Unconventional Resources Technology Conference (URTeC) 2026 in Houston, TX, from June 22–24, where they will be at booth #919 and presenting their latest reservoir engineering findings [novilabs.com/news-categories/exhibition-event/, novilabs.com/news/novi-attends-urtec-2026/]. The company also attended URTeC 2025 [novilabs.com/news-categories/exhibition-event/].

Beyond large conferences, Novi Labs hosts and participates in smaller, targeted events to foster industry connections and knowledge exchange. These include local gatherings like Novi Houston Connect 2026, an invitation-only meetup and happy hour taking place on January 22, 2026, at The Briar Club in Houston, TX, featuring an expert panel and technical sessions [novilabs.com/events/novi-houston-connect-2026/, novilabs.com/novi-houston-connect-2026/]. They also host events such as Novi Midland Connect at Venezia Restaurant in Midland, Texas.

Novi Labs also leverages webinars to share insights and expertise. They offer live webinars with Q&A sessions, such as "What Can Your Acreage Position Tell You About Your Assets?" on June 11, 2026, and "Rig & Frac Intelligence: What’s Next and How Novi Is Changing the Game" on October 28, 2025 [novilabs.com/events/webinar-what-can-your-acreage-position-tell-you-about-your-assets/, novilabs.com/events/webinar-rig-frac-intelligence-whats-next-and-how-novi-is-changing-the-game/]. A comprehensive library of on-demand webinars is also available, providing valuable information on E&P data analytics [novilabs.com/resource-library/webinar/].