What Intelligent Solutions does

Intelligent Solutions, Inc. (ISI), founded in 1996 and headquartered in Morgantown, West Virginia, is a privately-held specialist firm that applies artificial intelligence, machine learning, and data mining to oil and gas exploration and production. The company has been active in applying AI to petroleum engineering since 1993 and is led technically by founder Shahab D. Mohaghegh, a West Virginia University professor, with Kurtis Ruf serving as Chief Executive Officer. Headcount is in the 501-1000 band.

The core offering is a family of six named software products — IMagine, IMprove, IMpact, IMpulse, IMpress, and IDEA — built on four proprietary technology pillars: Top-Down Modeling (TDM) for full-field data-driven reservoir simulation; Surrogate Reservoir Models (SRM) that replicate numerical simulation in fractions of a second using neural networks, genetic algorithms, and fuzzy logic; Shale Analytics for unconventional production prediction and completion optimization; and Dynamic Shale Analytics for frac-hit and parent-child well interaction modeling. Performance benchmarks are technical and specific (a 1-million-grid-block Middle Eastern SRM with 165+ horizontal wells, Virtual MRI Logs with 0.80-0.97 correlation, 2% reserve-calculation error versus actual MRI), and the methodology has been validated through blind-data testing on customer assets.

ISI monetizes through four streams: (1) one-time software licenses for the IMagine/IMprove/IMpact/IMpulse/IMpress/IDEA suite; (2) project-based, turn-key consulting engagements delivered to International Oil Companies (Shell, Chevron, BP, Total, Anadarko, Statoil), National Oil Companies (Saudi Aramco, PEMEX, ADCO, Petrobras), and independents (EQT, EOG, Nexen, Core Energy, California Resources); (3) SPE-sponsored short courses (Oilfield Data Analytics taught 50+ times, Shale Analytics, Data-Driven Reservoir Simulation) sold in 2/3/4/5-day formats; and (4) royalties from three published books (SPE, CRC Press, Springer). Go-to-market is direct enterprise sales to reservoir, production, and geo-science teams, supported by SPE webinars, technical blog content, conference papers, and academic publication. The company operates across at least 10 countries spanning North America, the Middle East (including UAE and Saudi Arabia), Europe (Norway, Poland, Turkey), Asia (Korea), and South America (Brazil).

Name

Intelligent Solutions

Legal name

Intelligent Solutions, Inc.

Website

https://intelligentsolutionsinc.com

Company type

Private

Founded year

1996

Operating status

Operating

Headcount range

501–1,000 employees

Short description

Intelligent Solutions, Inc. (ISI) provides AI/ML-based software, consulting, and training for oil and gas reservoir modeling and production optimization. The Morgantown, WV-based firm serves IOCs, NOCs, and independents with proprietary Top-Down Modeling, Surrogate Reservoir Models, Shale Analytics, and Dynamic Shale Analytics technologies.

Ownership category

akta.pro rank

Product category

Oil and Gas Reservoir Engineering Software

NAICS

Computer Systems Design and Related Services (54151), Computer Systems Design Services (541512), Engineering Services (54133)

SIC

Oil & Gas Field Exploration Services (1382), Services-Computer Integrated Systems Design (7373), Services-Commercial Physical & Biological Research (8731)

akta.pro primary industry

AI/ML Engineering & Model Development Services (BPAEAHAF)

Keywords

• Reservoir engineering software
• Production optimization analytics
• Shale analytics solutions
• Machine learning E&P
• Data-driven reservoir modeling

Headquarters

HQ city

Morgantown

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Software Products: Sale of AI-based software products including IMagine, IMprove, IMpact, IMpulse, IMpress, and IDEA for reservoir modeling, shale analytics, and production optimization.
2. Consulting Services: Project-based, turn-key consulting services covering reservoir engineering, production engineering, and drilling engineering. Successfully completed projects for IOCs, NOCs, and independents.
3. Training Courses: SPE-sponsored short courses on Oilfield Data Analytics, Shale Analytics, and Data-Driven Reservoir Simulation. Offered in 2, 3, 4, and 5-day versions. Oilfield Data Analytics course taught more than 50 times worldwide.
4. Technical Publications & Books: Published books including Data-Driven Reservoir Modeling (SPE), Data-Driven Analytics for Geological Storage of CO2 (CRC Press), and Shale Analytics (Springer).

Pricing tiers

Go-to-market motion1 record

Distribution channels2 records

Marketing channels7 records

Core offering

Intelligent Solutions, Inc. (ISI) develops and sells proprietary AI/ML-based software products — IMagine, IMprove, IMpact, IMpulse, IMpress, and IDEA — for data-driven reservoir modeling, shale analytics, surrogate reservoir simulation, and surface facility PVT analysis in the oil and gas industry. ISI complements these software products with project-based consulting services and SPE-sponsored training courses for reservoir engineers, production engineers, and geo-scientists at IOCs, NOCs, and independent E&P operators.

Product overview

Intelligent Solutions, Inc. (ISI) provides a comprehensive suite of AI-based software products for the oil and gas E&P industry. The product portfolio consists of six named software products — IMagine, IMprove, IMpact, IMpulse, IMpress, and IDEA — built on artificial intelligence, machine learning, and data mining (AI&DM) technologies. IMagine supports Top-Down, Intelligent Reservoir Modeling (TDM) for full-field data-driven reservoir simulation; IMprove delivers Shale Analytics for production optimization and frac-hit management in unconventional assets; IMpact provides Surrogate Reservoir Models (SRM) for real-time numerical simulation replication; and IDEA handles Intelligent Data Evaluation & Analysis for surface facility PVT modeling. The products are complemented by ISI's technology platforms including Surrogate Reservoir Models (SRM), Top-Down Modeling (TDM), Shale Analytics, and Dynamic Shale Analytics, along with consulting services, training courses (Oilfield Data Analytics, Shale Analytics, Data-Driven Reservoir Simulation), and three published books.

Differentiator

Problem solved

Functional benefit

Brands

• IMagine: Software package for Top-Down, Intelligent Reservoir Modeling.
• IMprove
• IMpact
• IMpulse
• IMpress
• IDEA
• Subsurface Analytica

Products and services

• IMagine Software product for Top-Down, Intelligent Reservoir Modeling (TDM) — a data-driven, full-field reservoir simulation model that uses field measurements (production data, well logs, core, seismic) combined with AI&DM to build, calibrate, and validate predictive reservoir models for mature fields. Targeted at reservoir engineers and production engineers at oil and gas operators.
• IMprove
• IMpact
• IMpulse
• IMpress
• IDEA (Intelligent Data Evaluation & Analysis)
• Oil & Gas Consulting Services
• SPE-Sponsored Training Courses

Quantifiable outcome

• Simulation run time reduced from hours/days to fractions of a second
• +4 more outcomes

Named customers20 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

AI capability9 records

Feature13 records

Scale indicators11 records

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• Baker Hughes: Baker Hughes' ProductionQuest and digital well construction offerings include reservoir analytics, production monitoring, and ML-driven optimization, addressing the same subsurface decision workflows as ISI.
• SLB (Schlumberger): SLB's DELFI and Petrel platforms offer AI-enabled reservoir characterization, production operations, and digital E&P workflows at enterprise scale, competing with ISI's TDM, SRM, and shale analytics tools across the same IOC/NOC buyer base.
• Emerson E&P Software (Paradigm): Emerson's Paradigm E&P software suite covers reservoir characterization, subsurface modeling, and production analytics, intersecting with ISI's Top-Down Modeling and Surrogate Reservoir Model offerings on similar enterprise geoscience workflows.
• Halliburton: Halliburton's Landmark/iCruise and DecisionSpace portfolios deliver reservoir simulation and production optimization software to E&P operators, overlapping with ISI's IMagine/IMpact/IMprove products while also being one of ISI's listed customers.

Emerging players

• Aspen Technology: Aspen Technology provides AI-powered industrial optimization across asset-heavy industries; its expanding asset performance and subsurface-adjacent capabilities bring it into increasing overlap with ISI's predictive modeling and optimization workflows.
• Kongsberg Digital: Kongsberg Digital's Kognitwin and related digital-twin platforms apply AI to upstream production optimization and reservoir management for operators, positioning it as an adjacent competitor in data-driven E&P analytics.
• C3.ai: C3.ai delivers enterprise AI applications for oil and gas including production optimization and reservoir analytics through partnerships with major operators, making it an emerging competitor in ISI's data-driven reservoir space.

Direct peers

• Petroleum Experts (PETEX): PETEX provides integrated reservoir engineering, production, and network modeling software (PROSPER, MBAL, ECLIPSE-compatible workflows) used by major IOCs/NOCs, overlapping directly with ISI's reservoir-modeling and production-optimization tools.
• Tachyus: Tachyus applies AI/ML and physics-based modeling to reservoir management and production optimization for oil and gas operators, mirroring ISI's data-driven subsurface and shale analytics focus with a more SaaS-native delivery model.

Others

• Palantir Technologies: Palantir's Foundry platform is increasingly deployed by large operators (including partnerships with major oil companies) for AI-driven subsurface and operations analytics, providing broader-horizontal competition to ISI's specialist data-driven reservoir workflows.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks5 records

Key highlights7 records

Customer concentration

• Facebookfacebook.com/isi.intelligent.solutions.inc
• LinkedInlinkedin.com/company/intelligent-solutions-inc-isi-

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 Intelligent Solutions