What ROAM-AI does

ROAM-AI is an Oklahoma City-based AI technology company founded in 2024 that builds autonomous optimization solutions for the oil and gas industry, with a primary focus on electric submersible pump (ESP) artificial lift systems. Its flagship product uses physics-constrained machine learning models trained on more than 400 wells across the Delaware, Midland, Permian, and Bakken basins to autonomously control pump speed and tubing pressure in real time at sub-100ms edge latency, delivering documented outcomes of 3-8% oil production uplift, 40-50% failure reduction, 33% ESP run-life extension, and 50% downtime reduction.

The company's broader portfolio extends beyond ESP optimization into Chemical Tank Automation (continuous dosing optimization for corrosion inhibitors and H2S treatments), the ROAM Data Platform (an AWS-native serverless data integration and BI layer), AI-Driven Surveillance Systems (computer vision for wellsite safety), Private AI (customer-deployed fine-tuned language models for data sovereignty), and Generative AI-Enhanced Analytics. The platform is built by former operators from Vital Energy and Chesapeake Energy with approximately 120 years of combined domain experience.

ROAM-AI generates revenue primarily through annual SaaS subscriptions for its software (full hardware-plus-software solution and software-only tier), hardware sales for wellhead edge controllers and autonomous valves, and professional services including digital roadmapping, cloud migration, and AI strategy consulting. Go-to-market combines direct enterprise field sales to large E&P operators (with structured 60-day pilots and discounted pricing), a channel partnership with Ambyint for U.S. and Canadian distribution alongside rod-lift and plunger-lift offerings, technology partnerships with AWS and SoftServe, and active participation in industry conferences. Named enterprise customers include Greenlake Energy, Continental Resources, Diamond View Analytics, and operators in the Permian and Bakken basins.

Name

ROAM-AI

Legal name

ROAM-AI LLC

Website

https://roam-ai.io

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

11–50 employees

Short description

ROAM-AI is an Oklahoma City-based AI company founded in 2024 that builds physics-constrained autonomous optimization and chemical tank automation solutions for oil and gas E&P operators managing ESP artificial lift fleets across major U.S. basins.

Ownership category

akta.pro rank

Product category

Artificial Lift Optimization Software

NAICS

Web Search Portals and All Other Information Services (519290)

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

Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)

Keywords

• ESP optimization software
• Artificial lift automation
• Oilfield edge AI
• Chemical tank automation
• Energy data platform

Headquarters

HQ city

Oklahoma City

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, Marketing or Sales, Operations, Supply Chain

Revenue model

1. ESP Optimization SaaS: Cloud-delivered optimization software combined with optional hardware deployment. The full solution includes coordinated pump speed and tubing backpressure control at the edge. Software-only option available for customers who prefer manual valve/choke adjustments.
2. Wellhead Hardware: Sale and deployment of edge computing hardware and autonomous valve/controller systems for tubing pressure control. Hardware is bundled with software subscription in full solution deployment.
3. Professional Services: Digital roadmapping, consulting & analysis, cloud migration & integration, training & adoption, AI strategy & implementation, and executive coaching services.
4. Chemical Tank Automation: SaaS solution for chemical treatment optimization, reducing operating expenses by optimizing chemical usage and assisting with invoice reconciliation.

Pricing tiers

Go-to-market motion3 records

Distribution channels4 records

Marketing channels9 records

Core offering

ROAM-AI sells AI-driven autonomous optimization software for electric submersible pumps (ESPs) and chemical treatment systems used by oil and gas operators. The platform uses physics-constrained AI models trained on 400+ wells combined with edge computing hardware (autonomous valves and controllers) that adjusts pump speed and tubing pressure in real time. ROAM-AI also offers complementary products including a cloud-native data platform (ROAM Data Platform), AI-driven surveillance systems, and private AI deployment.

Product overview

ROAM-AI offers a platform-plus-modules portfolio centered on autonomous energy optimization for the oil and gas industry. The core platform is the ROAM Data Platform, a cloud-native foundation for data integration, quality, and governance. Built on this foundation are three solution pillars: Optimization (ESP Optimization and Chemical Tank Automation), Surveillance (AI-Driven Surveillance Systems and Generative AI-Enhanced Analytics), and Foundational (Private AI and Cloud Migration & Integration). ESP Optimization is the flagship product using physics-constrained AI to autonomously control pump speed and tubing pressure at machine speed. Chemical Tank Automation optimizes chemical treatment delivery. The surveillance products use computer vision and generative AI for field safety and operational insights. Private AI enables custom language model deployment within operator infrastructure. Additional services include digital roadmapping, consulting, cloud migration, training, and executive coaching.

Differentiator

Problem solved

Functional benefit

Products and services

• ESP Optimization AI-driven edge system that maximizes oil production with electric submersible pump (ESP) systems by continuously adjusting pump speed and tubing pressure in real time using physics-constrained AI models trained on 400+ wells, targeting enterprise oil and gas E&P operators.
• Chemical Tank Automation Algorithm and edge solution that continuously adjusts chemical treatment delivery including corrosion inhibitors and H2S treatments to reduce operating expenses, optimize chemical usage, and assist with invoice reconciliation for oil and gas operators.
• ROAM Data Platform AWS-native serverless cloud data platform that enables energy companies to modernize and migrate operations to the cloud, providing data replication, warehousing, quality, security, and BI/visualization capabilities anchored as a single source for real-time drilling, production operations, reservoir forecasting, and financial reporting.
• Private AI Custom language model deployed entirely within customer infrastructure for data sovereignty, with fine-tuning capabilities on domain-specific energy data, enabling AI-powered search across internal documents, automated report generation, data analysis, and intelligent internal chatbots.
• AI-Driven Surveillance Systems Smart surveillance system combining advanced computer vision with Generative AI analysis, deploying network-connected cameras and sensors hyper-trained to recognize oil and gas-specific equipment, operational anomalies, and safety hazards with real-time monitoring and alerting.
• Generative AI-Enhanced Analytics Generative AI-powered analytics that automatically quantifies key operational metrics and generates narrative reports, converting raw data into plain-language explanations with operational context, incident summaries, and predictive insights for safety and security events.
• Professional Services for Energy Digital Transformation Consulting and enablement services bundle covering digital roadmapping, cloud migration and integration, operational consulting and analysis, training and adoption, AI strategy and implementation, and executive coaching for digital transformation success, delivered directly to enterprise energy customers.

Quantifiable outcome

• 3-8% production uplift in oil output
• +7 more outcomes

Named customers6 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability10 records

Feature10 records

Partnerships

Three partnerships are on record, tiered core and strategic.

• AmbyintcoreChannel Partner/ Reseller/ Distributor · 27 October 2025Strategic partnership where Ambyint distributes ROAM-AI's AI-powered ESP optimization solution across U.S. and Canadian markets. Ambyint combines ROAM-AI's field-proven autonomous control technology with their leadership in artificial lift optimization, empowering operators to boost uptime, extend pump life, and drive measurable production gains. ROAM-AI's solution complements Ambyint's existing rod-lift and plunger-lift offerings.
• Amazon Web Services (AWS)coreTechnology or IntegrationTechnology partnership leveraging AWS serverless infrastructure, scalable solutions, and advanced AI capabilities. ROAM-AI uses AWS-native solutions for cloud deployment, enabling robust performance and seamless integration for energy industry customers. AWS partnership ensures enterprise-grade security, scalability, and reliability for ROAM-AI's autonomous optimization platform.
• SoftServestrategicImplementation/ SI/ Consulting PartnerDigital engineering partnership where SoftServe provides AI, data, and cloud solutions expertise to design and deploy advanced AI solutions for autonomous energy operations. Combines ROAM-AI's production expertise with SoftServe's proven capabilities in cloud, data, and machine learning to accelerate digital transformation across the industry.

Scale indicators15 records

Recent moves8 records

Expansion highlights6 records

Broad incumbents

• SLB (Schlumberger): SLB is the largest oilfield services incumbent offering artificial lift solutions including ESP systems (REDA) and the PumpSmart production optimization platform. It competes broadly with ROAM-AI in upstream production optimization, with much greater scale and installed base.
• Halliburton: Halliburton is a major oilfield services incumbent with artificial lift, production optimization, and digital solutions across the upstream value chain. Its size and existing ESP customer relationships make it a broad competitive threat to ROAM-AI's niche.
• Baker Hughes: Baker Hughes provides ESP systems, artificial lift services, and the Cordant digital platform for upstream operators. It competes with ROAM-AI across production optimization and digital workflows at large scale.
• Weatherford International: Weatherford is an oilfield services incumbent offering ESP systems and artificial lift solutions globally. It serves many of the same E&P customers that ROAM-AI targets and competes in production optimization.
• ChampionX:

Direct peers

• Ambyint: Ambyint is a direct peer and current channel partner of ROAM-AI, offering AI-driven artificial lift optimization for rod-pump, plunger-lift, and ESP systems. It targets the same E&P operators with comparable autonomous optimization software.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles6 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 ROAM-AI