What We Do: Value CreationAUGMENTED AI DELIVERS SOLUTIONS FOR OIL & GAS AND M&A

Quantum Reservoir Impact (QRI) was founded in 2007 with a goal to create lasting value for our clients, helping them realize increases in production, reserves appreciation and capital efficiency. In the beginning, Dr. Nansen Saleri brought together industry experts and academic heavyweights to collectively analyze, design and develop superior reservoir management practices. The focus: using a science-based approach to design processes and metrics that would allow us to analyze fields quickly and effectively—identifying gaps, mitigating risks and targeting opportunities.

Fast forward to today, QRI is leading the industry as an Artificial Intelligence solutions provider*, combining those fundamental tenets of reservoir management, proprietary metrics and processes with advanced analytics. AI and machine learning are used to automate complex workflows, identify gaps, mitigate risks and target field development opportunities. In doing so we provide our clients with actionable insights in a fraction of the time compared to the industry standard. We have the capability to harness vast amounts of data, providing practical solutions to very difficult technical challenges. We help oil & gas operators, banks, and investment groups create value through advanced analytics, diagnostic solutions and hyper-efficient methodologies.

KNOW YOUR OIL AND GAS ASSETS

Amplify field intelligence by unleashing the power of your analytics through reservoir management technologies.

SPEEDWISE®

SpeedWise® includes a suite of analytic and diagnostic technologies based on best-in-class reservoir management practices. Increase production, reserves and capital efficiency.

PRODUCTION RESERVES CAPITAL EFFICIENCY

*Top Ten Artificial Intelligence Solutions ProvidersCIO Energy Insights, March Issue 2019

Intelligence + Processes + Domain ExpertsTECHNOLOGIES BUILT ON PROPRIETARY PROCESSES AND BACKED BY TOP-TIER INDUSTRY EXPERTISE

Our SpeedWise® Intelligence workflow is inspired by QRl’s methodologies, built on the basis of engineering principles that are geared toward optimizing reservoir management practices.

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Metrics-driven processes include proprietary investigative procedures, extensive indices for benchmarking performance, and checks and balances that optimize reservoir management and investment strategies.

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Interwoven into our processes and layered on top of our technologies is the human element, our vast industry experience and knowledge of complex reservoirs around the world.

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P R O C E S S E SI N T E L L I G E N C E D O M A I N E X P E R T S

P R O C E S S E SI N T E L L I G E N C E D O M A I N E X P E R T S

P R O C E S S E SI N T E L L I G E N C E D O M A I N E X P E R T S

OUR SERVICE AREAS

Reservoir Management

Portfolio ManagementImplementation

Technical Services

PRIORITIZE FUTURE INVESTMENTS

PORTFOLIO ASSESSMENTWe provide thorough assessments and forecasts of asset portfolios and determine alternatives for development potential

much faster than industry benchmarks. These new opportunities are used to establish production targets, and create incremental plans and investment strategies. Financial analyses with risk management tactics are also included in the assessment.

Findings from our in-depth look at your reservoirs’ technical and financial data are then benchmarked according to proven reservoir management metrics. Groups of fields are categorized for operational excellence, capital improvements and more. Dynamic portfolio assessments can be applied to conventional and unconventional resources.

OUR SERVICE AREAS

MASTER M&A DEALS

M&A AND A&DSome of our technologies have been successfully deployed by investment bankers that need valuation for M&A. The current

value of a portfolio of hydrocarbon reservoirs is assessed by performing a very rapid and comprehensive well-by-well analysis of an entire basin.

Technical and economic studies as part of the Acquisitions & Divestitures (A&D) process are accelerated, which is extremely valuable when fast informed decisions are necessary for making investments in oil or gas assets. Our advanced analytics ensures the best outcomes in M&A and A&D deals and lifts your market valuation.

M&A and A&D

OUR SERVICE AREAS

FOCUS ON YOUR WELLS

RESERVOIR MANAGEMENT AND ANALYTICSQRI has the capability to harness vast amounts of our client’s reservoir data. We provide valuable insights to very difficult

technical challenges, giving our client’s effective and practical solutions in a fraction of the time compared to the industry standard. Metrics-driven processes include proprietary investigative procedures like RCAA® (Reservoir Competency Asymmetric Assessment®)*, extensive indices for benchmarking performance, and checks and balances that optimize reservoir management strategies. RCAA+® is a proactive approach of continuous learning, where key processes are identified and continual reservoir management improvements are made.

Diagnostic software inspired by QRI’s methodologies, and built on the basis of engineering principles, enable our technical experts to rapidly perform analysis on massive amounts of reservoir data.

Reservoir Management

Portfolio ManagementImplementation

Technical Services

Our SpeedWise® TechnologiesRESERVOIR MANAGEMENT TECHNOLOGIESTRANSFORMING ANALYTICS

SPEEDWISE® PORTFOLIO ANALYSISSpeedWise® Portfolio Analysis assesses the current value of a portfolio of hydrocarbon reservoirs by performing fast and comprehensive well-by-well analysis without human intervention. The application is used for making real-time investment decisions, and has been applied to workflows for D&A, M&A and IPOs.

SPEEDWISE UNCONVENTIONALS®SpeedWise Unconventionals® provides an efficient assessment/analysis of resource plays for valuation of acreage and development planning. The service utilizes state-of-art machine learning and big data technologies to provide a fundamental understanding of the production trends, effectiveness of drilling & completion practice, well spacing and well interaction in a given field or play, the valuation of acreage, and future development recommendations.

SPEEDWISE DIAGNOSTICS®SpeedWise Diagnostics® helps you get the most out of your wells and asset portfolio by detecting trends, patterns and correlations in production performance and identifying recovery obstacles.

SPEEDWISE® GEOLOGYSpeedWise® Geology (SGO) is a fully automated platform that applies advanced computational algorithms and data mining techniques on multi-disciplinary datasets to identify various remaining, feasible, and actionable field development opportunities. These include recompletion behind-pipe opportunities, vertical new drill locations, sidetrack opportunities, and optimal deviated/horizontal targets. The platform can also be used to identify custom types of opportunities such as reactivation opportunities.

SPEEDWISE® ARTIFICIAL LIFTSpeedWise® Artificial Lift is data-driven and engineering-based technology that identifies workover opportunities associated with artificial lift operations, and evaluates ALS optimization, upgrading and conversion opportunities for more efficient and economical operations.

SPEEDWISE® WATERFLOOD MANAGEMENTSpeedWise® Waterflood Management (SWM) features a unique methodology that uses data-driven models to help ensure cost-effective waterflood optimization. The application’s reduced-physics data-driven reservoir model is the most advanced technology of its kind in the industry.

SPEEDWISE® DRILLING SOLUTIONSSpeedWise® Drilling Solutions applies cutting-edge data processing and machine-learning technologies to improve drilling performance from a global reservoir management perspective, which will focus on improving capital efficiency, increasing production, and/or increasing reserves.

H2O

SpeedWise® Arti�cial Lift

SPEEDWISE® INTELLIGENCE WORKFLOW: The SpeedWise® Intelligence Workflow begins with multi-disciplinary data cleaning and organization, and ends with solutions and execution support. Depending on the client’s needs, the methodology encompasses three areas of deliverables: analytics and insights, diagnostics and solutions, implementation and surveillance.

KeyRecoveryObstacles

FieldDevelopment

Opportunities

DATAReservoirGeologySurface

Artificial LiftD&C

ReserveEconomics

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PortfolioInsights

OptimumPortfolio/FieldDevelopment

Plan

ExecutionSupport

Implementation

Scenario Analytics

Analytics

Diagnostics

Solutions

QRI International, LLC909 Fannin St. Ste 2200

Houston, TX 77010Main: 713.485.8800

Ted IzattDirect: 832.656.8204

Email: ted.izatt@qrigroup.com

www.qrigroup.com