Geminus AI
Geminus AI provides a physics-native AI platform for optimizing mission-critical industrial physical systems in real time, serving Fortune 500 oil & gas, refining, semiconductor, utility, geothermal, and manufacturing operators via enterprise subscriptions, on-premises deployments, and an SLB reseller channel.
- Company typePrivate
- Founded2018
- HeadquartersBoston, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Geminus AI does
Geminus AI (Geminus.ai, Inc.) is a Boston-based, privately held industrial-AI software company founded in 2018 out of the University of Michigan's Institute for Computational Discovery & Engineering. Its core offering is the Geminus AI Platform, a physics-native (physics-informed) AI system that fuses engineering first principles, physics-based simulation (notably SLB's PIPESIM), and machine learning with calibrated uncertainty quantification to build surrogate models and agents that optimize complex physical systems in real time. The product is deployed as cloud-native SaaS, in customer clouds (Azure, AWS, GCP), or fully on-premises via OpenShift, with ONNX-compatible export for air-gapped and data-sovereign environments, and connects into customer OT/IT stacks via OPC UA into DCS, SCADA, and plant historians.
Geminus monetizes primarily through multi-year enterprise subscriptions under Master Subscription Agreements, plus on-premises licensing, channel resale via SLB into oil & gas majors, and outcome-based engagements structured around measurable operational gains (e.g., 1–2% revenue uplift per refinery unit, 5–10% production uplift upstream, 25% methane flaring reduction, 40% energy reduction in water networks). The go-to-market is sales-led enterprise field sales supported by a self-service/PLG option and certified builder partners, with offices in Boston (HQ), San Francisco, Houston, Ann Arbor, Washington D.C., and Paris. Named customers include Hess (Bakken), Bapco Energies (Bahrain), a Tier 1 U.S. integrated refiner, a Tier 1 U.S. natural gas producer, and Celsius Energy (geothermal); the company also serves semiconductor, utility, nuclear, space, and defense use cases and is actively expanding into mining and manufacturing under a COO mandate issued in November 2025.
Underlying the commercial story is a co-founder-led R&D base (Chief Scientist Karthik Duraisamy, Chief AI Scientist Alex Gorodetsky), SOC 2 Type II and GDPR/CCPA compliance, and a partnership stack anchored by SLB (flagship reseller and PIPESIM integrator) and LAM Research (semiconductor strategic), with The Hive as an early institutional investor. Cumulative funding is reported at roughly $22.9M across 2019–2024, and the most recent disclosed strategic move is the April 2026 Bapco Energies × SLB × Geminus deployment in Bahrain, with public product showcases continuing at ADIPEC 2025 and other industry venues.
Geminus AI firmographics
Firmographics- Name
- Geminus AI
- Legal name
- Geminus.ai, Inc.
- Website
- https://geminus.ai
- Company type
- Private
- Founded year
- 2018
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Geminus AI provides a physics-native AI platform for optimizing mission-critical industrial physical systems in real time, serving Fortune 500 oil & gas, refining, semiconductor, utility, geothermal, and manufacturing operators via enterprise subscriptions, on-premises deployments, and an SLB reseller channel.
- Ownership category
- akta.pro rank
Geminus AI industry classification
Industry- Product category
- Industrial AI / Process Optimization Software
- NAICS
- Custom Computer Programming Services (541511)
- SIC
- Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
- akta.pro secondary industry
- AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF)
Keywords
Where Geminus AI is headquartered
LocationHeadquarters
- HQ city
- Boston
- HQ country
- United States
- HQ region
- North America
Offices6 records
Markets served
Geminus AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Revenue model
- Platform Subscription (SaaS): Recurring SaaS subscriptions for the Geminus Platform made available to customers under a Master Subscription Agreement; data from the SaaS version is governed by Platform Analyses for continuous product improvement.
- On-Premises / Enterprise Licensing: Deployment of the platform in customer environments on Azure, AWS, GCP, or OpenShift, including air-gapped and data-sovereignty restricted deployments; supports exportable ONNX-compatible trained models.
- Channel Resale via SLB: SLB acts as a strong reseller/channel partner, embedding and reselling Geminus physics-informed AI applications into oil & gas major accounts that already hold SLB contracts.
- Outcome-Based / Value-Driven Engagements: Deployments structured around measurable operational outcomes (production uplift, energy reduction, flaring elimination, opex savings), with reports of double-digit ROI, $100M+ delivered in year one, and weeks-to-months time-to-value.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise subscription — quote-based, sized to deployment scope |
| Other | Multi-year contract | Multi-year enterprise contracts under Master Subscription Agreement |
Go-to-market motion4 records
Distribution channels4 records
Marketing channels10 records
Geminus AI product offering
Product offeringCore offering
Geminus builds a physics-native AI platform that combines physics-based simulation (e.g., SLB PIPESIM), machine learning, and uncertainty quantification into physics-informed surrogate models for real-time optimization of complex industrial physical systems. The platform exposes an AI-generative engineering interface, multi-fidelity data fusion, a systems-of-surrogates methodology, and guard-railed autonomous agents that integrate with existing DCS, SCADA, and plant historians via OPC UA. It is sold as cloud-native SaaS, on customer cloud (Azure/AWS/GCP), or fully on-premises via OpenShift, with exportable ONNX-compatible trained models for air-gapped facilities.
Product overview
Geminus offers a single unified AI-generative engineering platform — the Geminus AI Platform — that combines physics-informed AI (PI-AI), multi-fidelity data fusion, and generative engineering under a guard-railed autonomy framework. The platform itself is the core offering, deployed across cloud (Geminus Cloud, Azure, AWS, GCP) or on-premises via OpenShift, and it spawns a portfolio of named industry-specific applications and modules: Well & Network Optimization (Onshore and Offshore), Up & Midstream Unit Optimization, Refinery Unit Optimization (including FCC), LNG Optimization, Petrochem Unit Optimization, the Energy Network Optimizer, and Flow Assurance. These industry modules are not separate products but specialized configurations of the underlying Geminus AI Platform, integrated into customer RTO/APC infrastructure and connected to SLB's Pipesim simulator and plant historians/DCS/SCADA via OPC UA. The platform also powers a multi-agent autonomy layer where users wrap surrogate models and optimizers into agents with custom UIs for operational deployment.
Differentiator
Problem solved
Functional benefit
Products and services
- Geminus AI Platform
Quantifiable outcome
- $100M delivered in year one via production increases and operating cost reduction
- +11 more outcomes
Companies that use Geminus AI
Customer profileNamed customers5 records
Segments9 records
Ideal customer profiles5 records
Geminus AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration2 records
AI capability11 records
Feature8 records
Geminus AI partnerships and signals
Strategic signalPartnerships
Four partnerships are on record, tiered flagship and minor.
- Bapco EnergiesflagshipStrategic three-way collaboration with Geminus AI and SLB announced April 14, 2026 to deploy physics-native AI for real-time optimization of Bahrain's upstream energy production system. Integrates SLB's Pipesim™ simulator with Geminus' AI platform and Bapco's operational field data to enable what-if scenario planning and system-wide optimization across thousands of wells and surface network infrastructure. Supports Bahrain's Net-Zero by 2060 commitment.
- Valentina Riggins (joining COO from Worley/Accenture/SLB)minorNot a partner; included as a senior executive hire context — Riggins brings prior roles at Worley, Accenture, and SLB, indicating the company is recruiting from established industrial-services and oilfield-services talent pools.
- SLB (formerly Schlumberger)flagshipSLB is Geminus's flagship strategic partner and strong reseller into oil & gas majors. SLB's Pipesim simulator is the primary physics-based information source for Geminus models in upstream applications. Joint case studies, white papers, and PIPESIM integration have been co-developed; SLB's energy customers are already enabled to trial the combined approach via SLB contracts. SLB also referenced as a backer alongside LAM Research.
- Celsius EnergyminorCo-authored the white paper "What Will it Take to Scale Geothermal?" with Geminus. Celsius Energy uses Geminus multimodal AI to accelerate design and operation of geoenergy systems for building heating and cooling, with reported CO2 emissions reductions of up to 90%.
Scale indicators13 records
Recent moves6 records
Expansion highlights7 records
Geminus AI competitors and assessment
Company assessmentDirect peers
- Cosmo Tech: Provides physics-based digital twin and hybrid AI modeling for complex industrial systems (energy, manufacturing, infrastructure). Closest comparable to Geminus on the 'physics-native / hybrid modeling + AI' positioning for mission-critical physical assets.
- Beyond Limits: Industrial AI software company originally spun out of JPL/Caltech, focused on oil & gas, power, and manufacturing. Competes head-to-head with Geminus in heavy-asset optimization and explicitly markets physics-informed / hybrid AI.
- Uptake Technologies: Industrial AI software company focused on asset-intensive industries including energy and manufacturing. Targets similar predictive and optimization outcomes (uptime, energy, throughput) at industrial enterprises.
Broad incumbents
- C3.ai: Enterprise AI application platform targeting oil & gas, manufacturing, defense, and utilities. A broader incumbent than Geminus: serves the same buyer personas but as a general-purpose model-driven AI platform rather than a physics-native specialist.
- Aspen Technology (an Emerson business): Long-standing leader in process optimization, RTO, and APC software for refining, chemicals, and energy. Competes with Geminus's refinery, LNG, and petrochem unit optimization modules and sits inside the same installed base of O&G/chemicals customers.
- Honeywell Forge: Honeywell's industrial AI/IoT platform with deep process-industry DNA (refining, petrochem, specialty chemicals). Overlaps directly with Geminus's refining and petrochem optimization offerings and benefits from a large incumbent salesforce.
- AVEVA: Industrial software platform spanning engineering, operations, and PI System historians. Overlaps with Geminus through the plant historian and process-optimization layer that anchors many refinery and petrochem deployments.
- Siemens Xcelerator / Industrial AI: Siemens's industrial AI portfolio (formerly MindSphere plus Xcelerator) targets manufacturing, energy, and process industries. Competes broadly with Geminus on industrial AI for asset-heavy customers.
Emerging players
- SparkCognition: AI platform for industrial applications (oil & gas, manufacturing, defense, renewables). Comparable as a specialty AI vendor selling into similar verticals, though more focused on predictive maintenance and computer vision than physics-based surrogate modeling.
- Falkonry: Industrial AI for time-series anomaly detection and predictive operations in energy, manufacturing, and defense. Smaller and narrower than Geminus but competes for the same industrial-AI budget line at process operators.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
Geminus AI social profiles
Digital presenceGeminus AI compliance and trust
Trust signalCompliance3 records
Geminus AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Geminus AI leadership team
Management profileNumber of profiles
Profiles6 records
Geminus AI funding detail
Funding detailFunding overview
Funding rounds5 records
Investors10 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Geminus AI M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Geminus AI
What does Geminus AI do?
Geminus builds a physics-native AI platform that combines physics-based simulation (e.g., SLB PIPESIM), machine learning, and uncertainty quantification into physics-informed surrogate models for real-time optimization of complex industrial physical systems. The platform exposes an AI-generative engineering interface, multi-fidelity data fusion, a systems-of-surrogates methodology, and guard-railed autonomous agents that integrate with existing DCS, SCADA, and plant historians via OPC UA. It is sold as cloud-native SaaS, on customer cloud (Azure/AWS/GCP), or fully on-premises via OpenShift, with exportable ONNX-compatible trained models for air-gapped facilities.
Is Geminus AI a public or private company?
Geminus AI is a private company. It is classified as venture growth investor backed and is currently operating.
When was Geminus AI founded?
Geminus AI was founded in 2018. It employs 11 to 50 people.
Where is Geminus AI based?
Geminus AI is headquartered in Boston, United States, in the North America region.
How does Geminus AI make money?
Four revenue lines are on record. Platform Subscription (SaaS) is the primary driver. The others are on-Premises / Enterprise Licensing, channel Resale via SLB and outcome-Based / Value-Driven Engagements.
Who are Geminus AI's main competitors?
Direct peers on record are Cosmo Tech, Beyond Limits and Uptake Technologies. Broad incumbents are C3.ai, Aspen Technology (an Emerson business), Honeywell Forge, AVEVA and Siemens Xcelerator / Industrial AI. Emerging players are SparkCognition and Falkonry.
Does Geminus AI have an API?
Yes. Geminus provides a REST API that enables integration with industrial control and data infrastructure. The API supports authentication integration with customer identity providers and connects to DCS (Distributed Control Systems), SCADA (Supervisory Control and Data Acquisition), and plant historians via OPC UA. The API is documented as part of an open integration approach targeting enterprise industrial customers, with trained models exportable via a modified ONNX-compatible format. No public developer portal or SDK language is specified. Developer documentation is at www.geminus.ai/product.
What industry is Geminus AI in?
Geminus AI's product category is Industrial AI / Process Optimization Software. Its primary akta.pro industry code is HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management), with a secondary code of HDAEANAF, AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety). Its NAICS code is 541511 and its SIC code is 7373.