Data Science
Create data science structure while working with petroleum engineering applications. If you want to make predictions with Machine Learning or building Artificial Intelligence agents, you need to have the datasets first. Data science provides that foundation.
Data Exploration
If you have accumulated data over the years and is dormant, then you are sitting on extra barrels of oil. Data appropriately mined is money. Get data science experts exploring and talking to your well data.
Rapid Development
You don’t want to wait an eternity and spend thousands or millions of dollars if you don’t have a proof of concept or prototype working for you way in advance. That is how Data Science works today!
Machine Learning
Start building your library of machine learning algorithms by exploiting the data and datasets foundation you have been building over the years.
Intelligent Agents
The cherry on top of the work of data science and machine learning. You will able to build artificial intelligence applications if you have a solid foundation built on your data and predictive algorithms.
Web Applications
What starts as a small prototype can grow into a company-wide deployable application that could bring more value by integrating parts of the business with data science and machine learning tools via your intranet and internet.
Successful Projects
These are concrete examples of real world applications of data science and batch automation.
Multiwell Scanner
Instead of doing well modeling and nodal analysis one well at a time, we scanned dozens and hundreds well models to create a dataset for statistical and exploratory data analysis. Production gains ranged from 5% to 24% of oil barrel per day.
p/z Calculator from Material Balance Models
We connected statistical analysis software to state of the art material balance engine (MBAL) to send calculation commands and extract the results periodically to insert in the reservoir engineer analysis dashboard.
Automated Forecast for Well Production Strategy
Best of class engineering software is great but remains mute for the data science age we are in. We made a Network Analysis software (GAP) talk to extract rich datasets with valuable information to take decisions on a well production strategy.
Toolbox
Data Science is not only about the data. We apply a multidisciplinary approach
Our toolbox comprises the best software and tools available in the market that will not get you stuck with one brand or a vendor. The beauty of freedom reflected on data science, machine learning and artificial intelligence.
Best statistical software with no strings attached
We use best in class scripting languages like R and Python providing proven statistical libraries that have brought already benefits to high-tech industries worldwide.
Standalone, Network or Cloud
We develop and test for different platforms. Deploy on a PC, laptop, your local area network or intranet, or if you prefer, in the cloud.
Virtualization
Fast, secure, and reproducible deployments require virtualization. We are not afraid of Virtual Machines in Vmware or VirtualBox, or Docker containers. It is in our DNA; we use them every day.
Multi Database Support
Data in all shapes, sizes and formats are common today. We will always find a driver to talk to your data, or we will build one with our scripting tools. And best of all: you own it – code and all.
Lean and fast web tools
We don’t reinvent the wheel, or build applications from scratch. We use web development software that has evolved from a solid statistical foundation such as RStudio Shiny.
Scientific libraries
Nothing new under the sun. We use scientific libraries written in solid programming languages such as C, C++, Fortran and Java. Old school in new a new school.
Big data: Hadoop, Spark, Zepellin
Is your data too big to fail? Or won’t fit in you machine memory? We take care of that with big data hardware and software. There is not (data) mountain high enough!
Windows, Linux, Mac, and Mobile
We don’t speak only “Windows“; we love it but we prefer to be “multilingual”. We develop applications that run in Linux, Mac osX and mobile platforms as well. From the start. No hassle.
Products
Common Features
Web based apps
Thin, fast and available everywhere in your organization.
Network, Intranet, internet, web. Or just standalone or workgroups.
Modular
Budget constrained? Reluctant to move into data science yet? Make machine learning and artificial intelligence grow at your pace creating packaged solutions.
Code Ownership
We don’t want you to get stuck with us forever! We want you independent, enjoy the freedom of owning the code you helped to develop. It’s yours! No black boxes.
Expandable
We build our applications with growth in mind. They work well standalone and will work even better by connecting to modules you didn’t even know you needed today.
Rapid Deployment
Try fast, fail fast. Our development platform is lean and does not require armies of developers. Id data keeps up at night, make it a prototype in days or weeks not months or years.
Reproducible
The “science” of “data science”, in part, comes from experiments being reproduced independently. Scientific rigour in all we do. Your transformed is traceable to the source.
Data Science Robustness
Best practices of data science applied in all of our work. We use all that we learned from biostaticians under the most demanding standards.
Multi Platform
The scripting languages we use are all multiplatform: Windows, Linux, Mac osX, mobile, or portable devices. Adopt the operating systems that better adapts to your organization.
Off-the shelf Applications
We have ready some off-the-shelf applications that could start making discoveries for you.
Multiwell Scanner
Instead of doing well modeling and nodal analysis one well at a time, we scanned dozens and hundreds well models to create a dataset for statistical and exploratory data analysis. Production gains ranged from 5% to 24% of oil barrel per day.
Batch Automation
Using powerful scripting languages make your traditional engineering applications “talk” data science. Give them new life by automatically generating datasets for statistical analysis that later you could grow to intelligent agents.
Well Network Automation
We know how painful is to keep you well optimization workflow going. We’ve been there, done that! We have reduced the whole lifecycle of a field modeling from months to weeks.
Well Test Quality Selector
One of the most arduous task of the engineer is taking care that the correct and meaningful data is stored in the production database. By using machine learning algorithms we train scripts to do the quality control.
Let’s start the conversation
We have different business models to accomodate to your data science, machine learning and artificial intelligence requirements.
Data Assessment
No idea yet how to start? We can help you with that. For a limited time, Oil Gains Analytics is offering a free of charge Data Assessment. Anywhere in the world!
Data Transformation
So, you have the data. But in so many formats, in so many places that seems insurmountable. We will take a look at your data and transform it in a way that you can start mining value out of it.
Application Development
We have the tools and software for packaging your data science idea into code. And why shall we stop at data science? Add machine learning modules that you were waiting for. We will grow your application as your data requirements demand.
Consulting
We also offer assistance at any stage of your data science journey. Advice, strategies, support, database connectivity, virtualization, reproducible reports, customized plots, data quality check and control before you take important decisions.
Machine Learning Strategies
Let’s build together that algorithm you were missing out to put predictions based on your unique data working for you.
Contact us
SIgn up and we will contact you shortly
Location
The Woodlands,
Greater Houston, Texas.
(+1) 713 855 1698
sales@oilgainsanalytics.com