What Petro.ai does

PetroAI is an AI-powered reservoir productivity platform serving oil and gas exploration and production (E&P) operators across every major U.S. shale basin. Founded in 2013 and headquartered in Houston with a secondary office in Montreal, the company integrates machine learning, geomechanics, and reservoir engineering into a cloud-based SaaS application accessed at cloud.petro.ai via Microsoft SSO. The platform targets reservoir engineers, geologists, and business development teams at public and private E&P companies, with publicly named customers including ExxonMobil, Marathon, SM Energy, Callon, Anschutz, TGS, and a long tail of mid-cap and private Permian-focused operators.

The product surface centers on proprietary Frac Fingerprint technology — a deep learning model trained on frac diagnostic data (microseismic and frac simulations) that predicts 3D stimulated rock volume geometry around wellbores based on local stress profiles. The platform offers Day One Basin Models (pre-trained AI forecasts for major U.S. shale basins including Permian, Midland, Delaware, ArkLaTex, Bakken, DJ, Eagle Ford, Gulf Coast, and Powder River), stress-space well spacing calculations, automated well landing against structure grids, parent-child-sibling well relationship classification, multivariate type curves, and an Inventory Evaluation Module for designing and comparing future development scenarios. Machine learning models (Regression Tree, XGBoost) generate production forecasts at reported 78.5% accuracy on Northern Delaware Basin outcomes, with SHAP-based explainability for productivity-driver identification.

PetroAI operates a hybrid SaaS revenue model combining recurring subscription access to the cloud platform with professional services for data loading, schema mapping, and custom model onboarding. Go-to-market combines enterprise field sales for large operators with a product-led growth motion via self-serve Day One Basin Model trials. Pricing is not publicly disclosed, though the company positions itself as "market-leading in price." The company has been bootstrapped without disclosed external funding rounds, supported by a senior advisor relationship with SCF Partners (an energy-focused growth equity firm). Recent product cadence — six releases between April 2024 and November 2025 including self-service builds, an Inventory Evaluation Module, and a public Permian Performance Index Report — indicates active scaling of the product surface and customer base.

Name

Petro.ai

Legal name

PetroAI

Website

https://petro.ai

Company type

Private

Founded year

2013

Operating status

Operating

Headcount range

11–50 employees

Short description

PetroAI is an AI-powered reservoir productivity SaaS platform serving U.S. oil and gas E&P operators across major shale basins, integrating proprietary Frac Fingerprint deep learning, geomechanics, and reservoir engineering to optimize well spacing, completion design, and inventory evaluation.

Ownership category

akta.pro rank

Product category

Oil & Gas Reservoir Analytics Software

NAICS

Geophysical Surveying and Mapping Services (541360)

SIC

Oil & Gas Field Services, Nec (1389), Services-Prepackaged Software (7372)

akta.pro primary industry

Field Development Planning & Subsurface Reservoir Engineering (EUALAAAC)

Keywords

• Reservoir engineering software
• Shale production forecasting
• Well spacing optimization
• Completion design analytics
• Oil and gas AI

Headquarters

HQ city

Houston

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Infrastructure, Operations, Marketing or Sales, Others

Revenue model

1. SaaS Platform Subscription: PetroAI operates as a cloud-based SaaS platform accessed via subscription. Users access the platform at cloud.petro.ai with Microsoft SSO authentication. Organizations with subscriptions can request access for their team members.
2. Professional Services: PetroAI assists with data loading, mapping, and onboarding. The team helps clients get data loaded from CSV files or database connections and handles schema mapping into the PetroAI environment.

Go-to-market motion2 records

Distribution channels2 records

Marketing channels6 records

Core offering

PetroAI provides an AI-powered cloud reservoir productivity suite that helps oil and gas operators in U.S. shale basins optimize well spacing, completion design, and production forecasting. The platform integrates machine learning, geomechanics, and reservoir engineering, combining proprietary Frac Fingerprint technology with pre-trained Day One Basin Models and inventory evaluation tools to deliver data-driven predictions of well performance, parent-child interactions, and drainage volumes. Customers access the platform as a cloud SaaS subscription with optional professional services for data loading and onboarding.

Product overview

PetroAI is a unified platform consisting of the PetroAI Cloud Platform (core web-based application), Day One Basin Models (pre-trained forecasting across major U.S. shale basins), Inventory Evaluation Module (for designing and simulating future development scenarios), Insights Dashboards (for model evaluation and type curve management), Inventory Editor (interactive map-based well design tool), Sensitivity Analysis Engine (for what-if scenario testing), and the Permian Performance Index Report (public benchmarking). The platform integrates AI/ML-driven predictive analytics with geomechanics and reservoir engineering to help engineers optimize well spacing, completion design, and development sequencing.

Differentiator

Problem solved

Functional benefit

Products and services

• PetroAI Cloud Platform Web-based, AI-powered reservoir productivity SaaS suite integrating machine learning, geomechanics, and reservoir engineering; enables oil and gas E&P teams to optimize well spacing, completion design, production forecasting, and A&D technical due diligence in U.S. shale basins. Delivered via cloud.petro.ai with Microsoft SSO and accessed by enterprise reservoir engineers, geoscientists, asset teams, and business development groups.
• Day One Basin Models Pre-trained AI production forecasting models and performance heatmaps for every major U.S. shale basin, delivered as ready-to-use models with no setup or calibration; used by E&P operators and engineers to obtain immediate basin-specific production forecasts, performance benchmarks, and inventory evaluation starting points.

Quantifiable outcome

• Reservoir workflows run 400% faster
• +3 more outcomes

Named customers14 records

Segments4 records

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability5 records

Feature8 records

Scale indicators7 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Novi Labs: Houston-based AI/ML SaaS for shale well-spacing, completion design, and production forecasting. Closely comparable to PetroAI in target customer (U.S. shale operators), core workflow (DSU design and parent-child analysis), and delivery model (cloud SaaS).
• Tachyus: AI-driven reservoir analytics and optimization platform targeting oil & gas operators. Comparable in using ML to optimize production and field development, with overlap on data-driven production forecasting use cases.
• WellAware: Production monitoring and analytics SaaS for oilfield operators, covering SCADA, surveillance, and field-data analytics. Comparable in serving E&P operators with cloud-based analytics, though more focused on operations than reservoir development planning.

Broad incumbents

• SLB (Schlumberger): World's largest oilfield services company with the DELFI E&P cognitive environment that embeds AI for reservoir, drilling, and production workflows. Comparable because it offers overlapping AI-driven reservoir analytics to the same E&P buyers, but bundled into a much broader portfolio.
• Halliburton: Major oilfield services and digital solutions provider with Landmark DecisionSpace and iDecisionSphere for subsurface analytics. Comparable as an established alternative for E&P analytics workflows, particularly for completion design and reservoir characterization.
• C3.ai: Enterprise AI application platform with oil & gas use cases including production optimization and reservoir management. Comparable in applying ML to upstream operator workflows, but operates as a horizontal enterprise AI platform rather than a shale-specific reservoir suite.

Emerging players

• SparkCognition: AI company with energy-industry applications for predictive maintenance, production forecasting, and asset optimization. Comparable in applying ML to upstream E&P challenges, but with broader industry focus and less specialization in shale reservoir engineering.
• Earth Science Analytics: Geoscience AI company applying ML to subsurface and reservoir interpretation for oil & gas exploration. Comparable in using AI for subsurface analytics, though more weighted toward exploration than shale development planning.

Others

• TGS: Multi-client geoscience data and subsurface imaging company — also listed as a PetroAI customer. Comparable as a complementary data provider for subsurface analytics; sits in the ecosystem rather than as a direct competitor to PetroAI's software.
• P2 Energy Solutions: Provider of upstream accounting, land management, and analytics software for oil & gas operators. Comparable as an adjacent SaaS vendor in the upstream operator technology stack, focused on back-office and production economics rather than reservoir modeling.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/petroai
• Xx.com/petro_ai

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Petro.ai