What SubsurfaceAI does

SubsurfaceAI Inc. is a Calgary-based software company that builds AI-driven seismic interpretation and reservoir prediction tools for the upstream oil and gas industry. The platform combines traditional seismic, well-log, and core-interpretation workflows with machine-learning capabilities across a single integrated environment, licensed in more than twenty modules and bundled into role-based packages for geophysicists, geologists, and data scientists. Customers include major and independent E&P operators such as Shell, Equinor, SM Energy, Whitecap Resources, and WPX Energy, with deployments spanning North America, Norway, and other international markets.

The core platform rests on more than two and a half decades of R&D carried over from the predecessor entity Geomodeling Technology Corp. and its AttributeStudio, SBED, and ReservoirStudio products. AI capabilities include a proprietary 3D U-Net variant trained on labeled inlines, crosslines, and horizons for fault and geobody segmentation, Meta's Segment Anything Model integrated into coreAI for core photo interpretation, and an explainable ML stack (XGBoost, Random Forest, FCNN, Shapley-based attribution) for log imputation, facies prediction, and reservoir property mapping. The 2026.1 release added rockPhysicsAI for quantitative interpretation and rock physics modeling directly within the interpretation environment. Seamless bi-directional data exchange with Petrel and SeisWare, established across the 2025.1, 2025.2, and 2026.1 releases, lets interpreters move projects between platforms without data reformatting.

The company sells via a subscription or term-license model through direct enterprise field sales and a customer portal. New customers are routed through a contact-first funnel rather than self-service. Revenue, ownership structure, funding, and precise headcount are not publicly disclosed; the company appears to be independently held following the rebrand from Geomodeling Technology Corp. about a decade ago. Marketing is content-driven (technical blog, webinars, SEG/EAGE/CSEG conference presence, YouTube, LinkedIn) and was reinforced in February 2026 by a Darcy Partners Best of 2025 Top 10 Innovator recognition.

Name

SubsurfaceAI

Legal name

SubsurfaceAI Inc.

Website

https://subsurfaceai.ca

Company type

Private

Founded year

1996

Operating status

Operating

Headcount range

11–50 employees

Short description

SubsurfaceAI Inc. is a Calgary-based software company that builds AI-driven seismic interpretation and reservoir prediction software for upstream oil and gas E&P operators, integrating traditional interpretation workflows with proprietary machine learning across more than twenty licensed modules.

Ownership category

akta.pro rank

Product category

Oil & Gas E&P Subsurface Software

NAICS

Support Activities for Oil and Gas Operations (213112), Geophysical Surveying and Mapping Services (54136)

SIC

Oil & Gas Field Exploration Services (1382), Oil & Gas Field Services, Nec (1389)

akta.pro primary industry

Seismic & Geoscience Services (Acquisition, Processing, Interpretation) (EUALABAK)

akta.pro secondary industries

Exploration & Prospecting (Geology, Geophysics, Seismic) (EUALAAAA), Field Development Planning & Subsurface Reservoir Engineering (EUALAAAC)

Keywords

• Seismic interpretation software
• Subsurface AI software
• Reservoir modeling platform
• Machine learning geoscience
• Exploration production software

Headquarters

HQ city

Calgary

HQ country

Canada

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Software Licenses and Subscriptions: subsurfaceAI is licensed in modules and packages that are tailored to subsurface workflows for an integrated subsurface team. The software is offered as named packages (subsurfaceAI for Geophysicists, subsurfaceAI for Geologists, interpAI, coreAI, geomodelingAI, integrationAI, unconventionalAI). Existing customers access the software through a portal/login system, suggesting a subscription or term-license model.

Go-to-market motion1 record

Distribution channels2 records

Marketing channels7 records

Core offering

SubsurfaceAI provides an integrated, AI/ML-powered software platform for subsurface exploration and reservoir characterization in the oil and gas E&P industry. The platform is licensed in modular packages and bundles specialized solutions — interpAI (rapid seismic interpretation), coreAI (core photo interpretation), geomodelingAI (multi-scale reservoir modeling), integrationAI (cross-disciplinary ML), unconventionalAI (unconventional play sweet-spot mapping), and rockPhysicsAI (rock physics modeling) — delivered through role-specific packages for geophysicists and geologists.

Product overview

SubsurfaceAI is a modular AI-powered integrated software platform for the E&P industry that accelerates subsurface workflows by 20-200 times through machine learning and AI applications. The platform operates as a core platform with specialized add-on modules and packages organized by user role (geophysicists, geologists, data scientists). Core products include interpAI for rapid AI-driven seismic interpretation, coreAI for core photo interpretation, geomodelingAI for multi-scale reservoir modeling, integrationAI for cross-disciplinary data integration, unconventionalAI for unconventional play workflows, and rockPhysicsAI for quantitative rock physics analysis. The platform bundles these capabilities into role-specific packages: subsurfaceAI for Geophysicists and subsurfaceAI for Geologists. The system comprises 21 licensed modules covering traditional interpretation, AI-powered interpretation, and reservoir modeling across seismic, well log, core, and production data.

Differentiator

Problem solved

Functional benefit

Products and services

• subsurfaceAI Platform Integrated subsurface software platform that accelerates seismic interpretation and reservoir modeling workflows by 20–200x through AI/ML, delivering rapid 2D/3D seismic interpretation, multi-scale reservoir modeling, and reservoir property prediction for oil and gas E&P companies.
• interpAI AI-infused seismic interpretation solution for rapid 2D and 3D seismic interpretation, extending a few lines of interpreter-labeled faults, horizons, and geobodies across entire volumes using AI sequence prediction models.
• coreAI AI-assisted software for quantitatively interpreting core photographs and predicting reservoir properties including Vshale, facies proportional curves, porosity, and permeability logs using SAM and CNN models.
• geomodelingAI Advanced geologic modeling solution spanning from core analysis to full-field modeling, merging SBED and ReservoirStudio capabilities in a unified environment to model heterogeneities at multiple scales in one project.
• integrationAI Machine learning toolbox for seamless integration of geoscience, production, and completion data, consistently predicting reservoir properties across scales using explainable neural networks.
• unconventionalAI Specialized software for interpreting and predicting drilling hazards from seismic attributes, estimating stimulated reservoir volumes (SRV), and mapping production sweet spots by integrating geoscience, completion, drilling, and reservoir diagnostic data.
• rockPhysicsAI Rock physics modeling package introduced in 2026.1 that brings rock physics modeling directly into the interpretation environment, enabling geoscientists and engineers to connect well logs, elastic properties, and seismic response for quantitative interpretation; supports steam, water, and bitumen systems for SAGD workflows and Gassmann fluid substitution.
• subsurfaceAI for Geophysicists Specialized bundled package for geophysicists providing traditional seismic interpretation, advanced seismic attribute calculation, visualization, and analysis in an integrated environment (Modules 1, 2, 3, 8, 9, 11, 12, 14).
• subsurfaceAI for Geologists All-encompassing bundled package tailored for geologists in reservoir property estimation and well log data analysis, including traditional geologic interpretation, well log correlation, mapping, and advanced 2D/3D visualizations (Modules 1, 2, 3, 5, 6, 13, 16, 19).

Quantifiable outcome

• 200x+ faster seismic horizon and fault interpretation compared to legacy software
• +3 more outcomes

Named customers5 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability11 records

Feature14 records

Partnerships

Five partnerships are on record, tiered core and minor.

• Petrel (Schlumberger)coreTechnology or IntegrationSubsurfaceAI 2025.2 introduced seamless bi-directional data exchange with Petrel. Teams can one-click project data exchange for seismic volumes, horizons, faults, AI-generated labels, and wells data. Interpreters can start in Petrel, enhance with AI/ML workflows in SubsurfaceAI, and push results back. 2026.1 expanded Petrel integration with support for multi-Z interpretations and geobody objects.
• SeisWarecoreTechnology or IntegrationSubsurfaceAI 2025.1 and 2025.2 introduced comprehensive SeisWare interoperability including two-way data exchange for 2D seismic lines, horizon interpretations, and all SeisWare project objects. The SeisWare Connector enables direct selection of seismic data, well logs, horizons, and tops from SeisWare directly within SubsurfaceAI, with instant return of selected results back into SeisWare.
• PCOR PartnershipminorStrategic or Co-development PartnerSubsurfaceAI is a proud partner of PCOR (Partnership for CO2), indicating collaboration in the CO2 geologic storage space.
• Darcy PartnersminorOthersSubsurfaceAI was recognized as a Darcy Partners Best of 2025 Top 10 Innovator, evaluated using operator feedback and engagement signals on the Darcy Connect platform.
• KzSminorOthersKzS (staging.kzs.ca/subsurface) powers the SubsurfaceAI website and appears to be an affiliated technology/hosting partner. The company website is hosted at staging.kzs.ca/subsurface.

Scale indicators6 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• CGG: Through its GeoSoftware division (HampsonRussell, Insight, PowerLog, Jason), CGG is a leading provider of seismic inversion and reservoir characterization software. Comparable to SubsurfaceAI's rockPhysicsAI, integrationAI, and geomodelingAI offerings that target the same quantitative-interpretation and reservoir-property-prediction workflows.
• Emerson (Paradigm): Provider of Paradigm (SKUA, Epos, SeisEarth), a direct competitor in seismic interpretation, attribute analysis, and reservoir modeling for E&P. Comparable because it offers the same geoscience interpretation/mapping workflows that SubsurfaceAI's Geophysicist/Geologist packages address, with competing AI initiatives.
• ffA (Foster Findlay Associates, part of CGG): Specialist in 3D seismic volume interpretation and attribute analysis, now part of CGG GeoSoftware. Directly comparable to SubsurfaceAI's 3D seismic interpretation and attribute calculation offerings for geophysicists.
• SLB (Schlumberger): Owner of Petrel, the dominant seismic interpretation and reservoir characterization platform. Directly comparable because SubsurfaceAI's core value proposition (AI-powered seismic/reservoir interpretation inside the same workflows) competes head-to-head with Petrel while also integrating with it via the Petrel Connector.
• dGB Earth Sciences (OpendTect): Developer of OpendTect, an open-source-friendly seismic interpretation platform with attribute analysis and machine-learning plug-ins for horizon/fault interpretation. Closely comparable as a smaller, specialist seismic interpretation vendor pursuing AI/ML capabilities for E&P workflows.

Broad incumbents

• Halliburton (Landmark): DecisionSpace and OpenWorks subsurface suites offer seismic interpretation, geomodeling, and reservoir engineering within a broader portfolio of well construction, production, and data management services. Compares to SubsurfaceAI as an incumbent competing for geoscientist/interpretation budget inside E&P enterprises.
• TGS: Multi-player offering seismic data libraries, imaging services, and (post-Bluware) AI seismic interpretation tools. Comparable through its Bluware/AI seismic portfolio that targets similar AI-based subsurface characterization use cases as SubsurfaceAI.
• Shearwater GeoServices: Marine seismic acquisition and processing services with growing subsurface software/data offerings (incl. former CGG software assets). Adjacent broad incumbent overlapping with SubsurfaceAI on seismic-to-reservoir interpretation workflows.

Emerging players

• Tachyus: AI-driven reservoir management and production optimization software for E&P operators, integrating physics with ML to optimize injection and recovery. Comparable to SubsurfaceAI's unconventionalAI sweet-spot mapping and integrationAI cross-discipline data fusion use cases.
• Bluware (now TGS): InteractiveAI / Deep Learning seismic interpretation tools (now within TGS) focus on automated horizon picking and labeling using deep learning. Directly comparable to SubsurfaceAI's interpAI and 3D U-Net fault-detection capabilities, going after the same AI-driven seismic interpretation workflow.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights8 records

Customer concentration

• YouTubeyoutube.com/@SubsurfaceAI-gh9mm
• LinkedInlinkedin.com/company/235944

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 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 SubsurfaceAI