What Ambyint does

Ambyint is a private Calgary-based (with a Houston regional office) artificial intelligence company that builds a physics-informed production optimization platform for upstream oil and gas operators. The company's core technology combines machine learning with established reservoir and wellbore physics models (Vogel IPR, deviated wellbore wave equation, pump performance curves) and subject-matter expertise to autonomously optimize the four principal artificial lift methods — rod lift (InfinityRL), plunger lift (InfinityPL), gas lift (InfinityGL, in limited release), and electric submersible pumps (ROAM-AI ESP, delivered through a 2025 partnership with ROAM-AI). Its platform is differentiated by Autonomous Setpoint Management (ASPM), which classifies well optimization states and pushes setpoint updates within engineer-defined operating envelopes, and Cognitive Card Recognition (CCR), which classifies rod-pump dynacard signatures at scale to detect fluid pound, gas interference, worn pumps, and other anomalies.

The platform ingests time-series SCADA and RTU/POC telemetry via a secure MQTT broker and supports all major production accounting, SCADA, and pump-off controller platforms (Totalflow, Fisher, Emerson, Floboss, ROC, SCADAPACK). It is SOC2 Type 2 certified for four consecutive years, GDPR and Privacy Shield compliant, and holds AWS Energy Competency status. Ambyint reports managing nearly 350,000 BOE/D across 17 leading North American producers with documented customer outcomes including +15% production uplift, 38% failure-rate reduction, 49x ROI on a 1,554-well ASPM deployment, and 5,700 tonnes CO2e/yr reduction per 1,000 rod lift wells.

Commercially, Ambyint operates a primarily subscription-based enterprise SaaS model with annual billing cycles, quote-based pricing tied to well count and lift type, and a hardware-inclusive option in the ESP product line. The company sells primarily through direct enterprise field sales targeting E&P producers, supplemented by content marketing (case studies, webinars, podcasts), industry events, AWS co-marketing, and the ROAM-AI channel partnership. To date, the company has raised approximately $30.6 million across disclosed equity rounds — including a $11.5M Series A in 2017 (Equinor, GE Ventures, Builders VC, Mercury, Montrose Lane) and a $15M Series B in 2020 (Mercury, Montrose Lane) — plus an undisclosed 2023 round and a CAD $4.1M Emissions Reduction Alberta grant in 2025 to advance methane reduction capabilities.

Name

Ambyint

Legal name

Ambyint Inc.

Website

https://ambyint.com

Company type

Private

Founded year

2015

Operating status

Operating

Headcount range

51–100 employees

Short description

Ambyint is a private Calgary-based AI company that provides a physics-informed production optimization platform for upstream oil and gas operators, covering rod lift, plunger lift, gas lift, and electric submersible pump wells across major North American producers.

Ownership category

akta.pro rank

Product category

Oil and Gas Production Optimization Software

NAICS

Support Activities for Mining (213), Support Activities for Mining (2131)

SIC

Oil & Gas Field Services, Nec (1389), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Production Operations & Well Optimization (Artificial Lift, Flow Assurance) (EUALAAAF)

akta.pro secondary industries

Production Services & Artificial Lift (ESP, Rod Lift, Gas Lift, Chemicals) (EUALABAH), Instrumentation, Controls & Automation Engineering Consulting (BPAHAIAM)

Keywords

• Production optimization software
• Artificial lift optimization
• Oil and gas AI
• Rod lift optimization
• Upstream production analytics

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, Marketing or Sales, Infrastructure, Operations

Revenue model

1. AI-Powered Production Optimization Platform: SaaS platform subscription model providing production optimization software for artificial lift wells. Revenue generated through software licensing with subscription tiers based on well count or production volume. Implementation and integration services may be bundled.
2. Hardware + Software ESP Solution: Full solution option combining edge hardware with software subscription for ESP optimization, including autonomous valve/controller hardware

Pricing tiers

Go-to-market motion1 record

Distribution channels2 records

Marketing channels6 records

Core offering

Ambyint provides an AI-powered production optimization platform for upstream oil and gas operators managing artificial lift wells. Its solutions deliver autonomous setpoint management, anomaly detection, predictive maintenance, and analytics for rod lift, plunger lift, gas lift, and electric submersible pump (ESP) wells. The platform integrates with existing SCADA and RTU systems to optimize every well daily and operates across approximately 350,000 BOE/D for North American producers.

Product overview

Ambyint offers a unified AI-powered production optimization platform for upstream oil and gas operators. The platform consists of specialized solutions for each artificial lift type — InfinityRL for rod lift, InfinityPL for plunger lift, InfinityGL for gas lift, and ROAM-AI ESP Optimization for electric submersible pumps — all built on a cloud-based IIoT platform that integrates with existing SCADA systems via MQTT. Core AI capabilities include Autonomous Setpoint Management (ASPM), Cognitive Card Recognition (CCR), anomaly detection, and physics-informed optimization. The platform manages approximately 350,000 BOE/D across nearly 350,000 wells operated by 17 leading North American producers.

Differentiator

Problem solved

Functional benefit

Brands

• InfinityRL: AI-powered rod lift optimization solution delivering leading edge optimization and diagnostics capabilities for rod lift wells
• InfinityPL
• InfinityGL
• ROAM-AI ESP
• ASPM (Advanced Setpoint Management)

Products and services

• InfinityRL AI-powered rod lift optimization platform that delivers autonomous setpoint management, dynacard-based anomaly detection, automated reporting, and physics-informed optimization for rod lift wells to improve production and reduce failure rates.
• InfinityPL AI-powered plunger lift optimization solution providing enhanced surveillance, analytics, anomaly detection, autonomous setpoint management, and a proprietary horizontal well physics engine to improve plunger lift well production by 3-7%.
• ROAM-AI ESP Optimization AI and edge-enabled Electric Submersible Pump optimization platform delivered through a partnership with ROAM-AI, generating physics-constrained pump speed and tubing pressure recommendations in real time to reduce failures, extend pump life, and improve production; available as a Full Solution (hardware + software) or Software-Only option.
• Well Optimization Assessment Professional service that evaluates a company's technology footprint and production optimization practices and produces a roadmap of operational outcomes and improvement opportunities; typical customers see 1-5% production deferment improvement after following recommendations.

Quantifiable outcome

• Up to 15% average production increase across optimized rod lift wells
• +7 more outcomes

Named customers7 records

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability7 records

Feature7 records

Partnerships

Four partnerships are on record, tiered core, key and minor.

• ROAM-AIcoreStrategic or Co-development Partner · 27 October 2025Partnership to expand access to artificial lift optimization solutions, specifically in electric submersible pumps (ESPs), across North America. Combines ROAM-AI's AI-driven ESP platform with Ambyint's artificial lift optimization expertise to improve oil production and operational efficiency.
• Amazon Web Services (AWS)coreTechnology or IntegrationStrategic cloud partnership with AWS providing infrastructure for Ambyint's cloud-based platform. Ambyint has achieved AWS Energy Competency Status.
• Tourmaline OilkeyOthersOne of Canada's largest producers serving as key deployment partner for next-generation methane emission reduction technology across plunger lift well sites in Alberta
• Amii (Alberta Machine Intelligence Institute)minorStrategic or Co-development PartnerPartnership to drive sustainable innovation through machine intelligence collaboration

Scale indicators3 records

Recent moves7 records

Expansion highlights6 records

Direct peers

• Validere: Validere is a Calgary-based AI platform for oil and gas operators covering production, emissions, and trading decisions. Like Ambyint, it sells enterprise SaaS into upstream producers with physics-aware AI and ESG/methane use cases, making it a head-to-head competitor for AI-driven optimization budgets.
• Novi Labs: Novi Labs provides AI-driven production forecasting and well optimization for shale operators, with a heavy emphasis on completions design and typewell analysis. It targets the same independent E&P customer base as Ambyint and competes for AI-enabled production optimization budget, though it is more completions- and typewell-centric than artificial lift-centric.
• OAG Analytics: OAG Analytics applies AI and machine learning to upstream oil and gas data, including production optimization, typecurve generation, and reservoir analytics. It serves a similar E&P customer profile with comparable AI/SaaS deployment models, positioning it as a direct competitor for production optimization wallet share.

Broad incumbents

• TGS (PGS MegaSurvey): TGS (now combined with PGS) provides subsurface data and analytics used by upstream operators for reservoir characterization and production decision-making. While broader and data-asset heavy, it competes for AI/analytics wallet share among the same E&P customers and increasingly offers production analytics capabilities.
• SLB (Schlumberger) — DELFI E&P Platform: SLB's DELFI cognitive E&P environment and production operations solutions offer AI-driven optimization across drilling, production, and reservoir workflows. As the largest oilfield services incumbent, SLB competes for the same AI production optimization budgets at major E&Ps and can bundle its optimization modules with broader enterprise agreements.
• Halliburton — Landmark / DecisionSpace: Halliburton's Landmark division offers DecisionSpace and iCruise solutions that cover production optimization, artificial lift, and digital oilfield workflows. It targets the same enterprise E&P customers with bundled software and consulting, representing a major incumbent alternative to Ambyint's specialized AI platform.
• Emerson — Roxar / Production Optimization: Emerson's Roxar software and related production optimization offerings serve upstream operators with reservoir modeling, surveillance, and well optimization tools. It is an established broad incumbent with installed bases at major E&Ps and competes for AI-enabled production optimization spend.

Emerging players

• Resman (Wellbore Intel): Resman provides well/reservoir monitoring and tracer-based diagnostics used by E&Ps to optimize production and intervention decisions. While more diagnostic-tracer focused than artificial lift optimization, it targets the same upstream customers with complementary well performance data, making it a partial overlap peer.
• Corva: Corva is a developer-focused oilfield analytics platform that delivers AI-driven drilling and completions optimization apps to operators, often consumed via a marketplace model. It is an emerging player with partial overlap to Ambyint on production analytics and shares the same enterprise E&P buyer, but emphasizes drilling/completions over artificial lift.
• Welligence: Welligence provides global upstream analytics and benchmarking, including production, reserves, and asset-level insights. While more asset-level benchmarking and intelligence focused than artificial lift optimization, it overlaps in selling AI-driven production analytics to enterprise E&P customers.

Market position

Strengths3 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/ambyint
• Xx.com/ambyint
• Facebookfacebook.com/503070679827394

Compliance4 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds4 records

Investors8 records

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 Ambyint