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The Scalable Extension of Your Team

We're a team of engineers with deep Oil & Gas expertise. We act as the scalable extension of your team, helping automate and optimize everything from manual Excel sheets to building AI workflows and agents.

Where We Fit In

How we integrate with your team to deliver impact where it's needed most

  1. You Want to Bring AI Into Your Business

    We've been on your side of the table for over a decade. We help you figure out where AI workflows and agents actually fit in your operations, then we build and deploy them alongside your team. Get AI implemented in a real way, no fake hype.

    The Move:

    AI Implementation Engineer

    We come in, assess your workflows, and implement AI agents that do real work in your environment.

  2. Your Team Has More Work Than They Can Handle

    Projects are piling up and your people are stretched thin. We step in as an extension of your team, work autonomously, and deliver without adding to your overhead. Increase your team's capacity overnight.

    The Move:

    On-Demand Engineering Team

    Engineers who plug in on day one. Scale up when you need capacity, scale down when you don't.

  3. Your Systems Are Siloed

    Business-critical workflows still run on spreadsheets, emails, and manual steps between systems. We connect everything so your team stops doing the work your tools should be doing. Get your systems talking to each other.

    The Move:

    Systems Integration Engineer

    We connect Spotfire, SAP, PI, and your internal tools into one workflow that actually works together.

  4. You Need AI That Runs in Production

    AI that works in a notebook is not the same as AI that works in your business. We build and deploy ML solutions that run in your environment, not just in a demo. Get AI from concept to production.

    The Move:

    AI/ML Engineer

    From model to production. We build it, deploy it, and make sure it keeps running.

  5. Your Dashboards and Tools Need Ongoing Attention

    Dashboards break, requirements change, and your team has other priorities. As Spotfire and Power BI experts, we handle the updates, enhancements, and maintenance. Keep your dashboards reliable without hiring for it.

    The Move:

    Spotfire & BI Expert

    Ongoing support for your dashboards and internal tools without adding a full-time headcount.

What We Do

We act as a scalable extension of your team, offering deep technical expertise and a fresh outside perspective to accelerate delivery and expand your team's capacity.

AAI
AI Agents

Multiply Your Team's Capacity

Generative AI concept illustration

We build custom AI agents tailored to your business and the infrastructure to support them, helping you scale your team's capacity with no additional headcount.

AAI
Analytics

Smarter Analysis

Data analytics visualization

We bring data science, ML, and AI into your analysis workflows to help your team streamline reporting, build out analytical automations, and catch anomalies before they become problems.

AAI
Automation

Streamlined Workflows

Business workflow automation illustration

We take the complicated, manual, Excel-heavy workflows that touch multiple teams and multiple systems and completely streamline them down to a few minutes.

AAI
Innovation

Custom-Built Solutions

Innovative software development concept

When nothing off the shelf fits, we build from the ground up. We've been on your side of the table for over a decade, so we build solutions that fit how you actually operate.

Why We're Different

We’re tech-forward engineers with real industry expertise who understand your business and have delivered millions in value through tech and AI

PetroleumEngineeringDataScienceSoftwareDevelopment

Our Approach

We meet you where you are and use our holistic perspective to show you what’s possible, guiding you through a clear, structured progression to get there.

Phase 1
Streamline
Improving how your data flows so it is clean, connected, and ready for dashboards and analysis.
Phase 2
Automate
Automating repetitive workflows so your team spends less time on manual tasks and moves faster.
Phase 3
Optimize
Building predictive models and optimization tools that improve forecasting and decision-making.

Our Products

We package proven solutions to common problems, so you don’t waste time starting from scratch

  • The Asset Insights Agent
    for Oil & Gas

    Petry is your Asset Insights Agent for optimized Asset performance. It captures knowledge from across your teams and surfaces it directly within the tools they already use like Excel and Spotfire.

  • Centralize Your Business Workflows in Excel

    Our powerful Excel add-in brings all the workflows your team relies on into one place. No more jumping between dashboards or waiting on emails. From exporting forecasts to internal databases to running economics and pulling data, it all happens directly in Excel.

Domain Expertise

With years of O&G and tech experience, we streamline, automate, and optimize workflows across the industry and in adjacent sectors.

  • Upstream
  • Midstream
  • Downstream

Case Studies

Take a look at some of our work

  • Upstream

    Well Forecasting & Optimization Using Machine Learning

    Well Forecasting & Optimization Using Machine Learning

    Built Machine Learning models integrated with DOE Reservoir Simulation to forecast well performance and optimize completion design.

    $100M+ NPV Add

    PythonRSQLSpotfireDockerExcel
  • Midstream

    Midstream System Optimization

    Midstream Optimization

    Developed an algorithm to optimize fluid flow within the system, accounting for hydraulics leveraging machine learning, costs, and legal contracts to continouslly maximize margins.

    3M+ in Savings

    PythonExcelSpotfireSQLAzureGithubActionsDocker
  • Complex Spotfire Rebuild

    Redesigned and rebuilt a complicated business critical Spotfire dashboard that grew over 4 years. We reduced the number of data sources used by 60% and report size by 30%.

    Streamlined Operations

    PythonExcelSpotfireAzureSQL
  • Upstream

    Excel Workflow Automation

    Planing Workflow Automation

    Developed custom add-in scripts to automate planning workflows that were heavily dependent on manual Excel work. We reduced the time to complete the planning process by over 50%.

    Streamlined Operations

    PythonExcelTableauSQLAzureGithubActionsDocker
  • Upstream

    Offshore Gas Lift Optimization

    Offshore Gas Lift Optimization

    Developed an optimization workflow for gas lift in an offshore field, accounting for all operational constraints and focused on minimizing deferred production during maintenance shutdowns.

    $1M+ in Savings

    PythonExcelSpotfireSQL
  • Upstream

    Asset Management Application

    Asset Management Application

    Developed a custom asset management application, helping the business monitor production trends, implement exception-based surveillance, manage downtime, and extract insights from complex data.

    Business Transformation

    PythonSQLDockerExcelSpotfireSAPWellview
  • Upstream

    Automated FBHP Calculations for 1,000+ Wells

    Automated FBHP Calculations for 1,000+ Wells

    Automated FBHP calculations for 1,000+ wells, saving hundreds of hours of manual work and generating a robust dataset for history matching.

    100s of Hours Saved

    PythonSQLSpotfireDockerExcel
  • Midstream

    Production Allocation Automation

    Production Allocation Automation

    Automated the entire production allocation process, reducing the effort from multiple teams to a single click while seamlessly managing all edge cases and exceptions.

    Operation Transformation

    PythonSQLDockerExcelGithubActionsAzureSpotfire

Schedule Your Discovery Call

If you've made it this far, we're a fit! Please select a time below that works best for you for a quick discovery call. Want to learn more? Keep scrolling.

Our Experts

Husam Rahman

Founder

Husam Rahman, Founder

Husam brings over a decade of experience at the intersection of Petroleum Engineering, Data Science, and Software Development. He's developed machine learning models and pipelines, built custom software from the ground up, and established teams that incorporate global talent, all focused on driving innovation and efficiency. His expertise includes designing advanced analytics solutions that leverage machine learning to optimize operations and deliver multimillion-dollar improvements across the energy sector. A builder at heart, Husam thrives on how products and processes can be reimagined, continually seeking new ways to integrate technology into traditional industries. Outside of work, he is a father and husband, with family being central to his life. In his downtime, you'll find him playing basketball or on the hunt for the next great coffee and pastry spot.

Noah Vento

Principal Solutions Architect

Noah Vento, Principal Solutions Architect

A geoscientist by training, Noah spent his university days in the field mapping outcrops and collecting samples to analyze back in the lab. His graduate thesis explored machine learning applications for interpreting deep-water reservoirs, which led him to Houston, where he spent 3+ years at ExxonMobil building similar solutions for seismic interpretation. He then spent two years in midstream water operations creating data-driven tools that improved forecasting, planning, and operational efficiency. These days, Noah is still tackling O&G challenges or diving into solo projects—often map-based—that let him follow his curiosity, build useful tools, and keep learning. In his free time, he’s cooking, playing tennis, or out catching waves.

Why Choose Us

The autonomous extension of your team that you've been looking for

  1. Where O&G Expertise Meets Tech

    With deep expertise in the Oil & Gas industry, we've sat on your side of the table. We’ve lived the challenges you're facing from outdated workflows to siloed data. Our unique blend of O&G expertise, data science, and software development means you get solutions that are not just technically sound but operationally relevant and built for real-world impact.

  2. Holistic Perspective, Tailored Results

    Our expertise spans analytics, custom software development, and AI, offering everything you need under one roof. We take the time to fully understand your business, ensuring every solution is uniquely tailored to meet your specific needs.

  3. Expertise With Understanding

    We blend technical expertise with a deep understanding of your unique challenges. Every solution is built through thoughtful consideration and alignment with your goals.

  4. Focus on Self-Sufficiency

    Our partnership goes beyond implementation. We equip you and your team with the skills and knowledge to confidently manage and sustain progress long after we're done.

Frequently Asked Questions

Find answers to common questions about our services

Schedule Your Discovery Call

If you've made it this far, we're really a fit! Please select a time below that works best for you for a quick discovery call. Need some inspiration? Keep scrolling.

AI O&G Use Cases

It's not always clear how AI and tech fit into Oil & Gas. This living list of real tangible use cases is here to provide both clarity and inspiration.

Schedule Your Discovery Call

That's it. If you've made it this far, we're a handshake away! Please select a time below that works best for you for a quick discovery call.