Field Data Gathering in the Wild: 6 Real-World Use Cases

Oil and gas companies using W Energy’s Field Data Gathering (FDG) solution are saving up to 15,000 hours per year on water ticketing, cutting two hours of daily data entry per lease operator, and going live in as few as 30 days. From streamlining safety compliance at Range Resources to automating SCADA-based well tests at one of the world’s largest supermajors, these six customer stories show how FDG software transforms field data capture with real-time sync, built-in validation, offline capabilities, and seamless integration with production accounting.

Real-World Oil and Gas Use Cases from W Energy Customers

Fort Worth basednatural gas exploration and production company Dramatically Streamlines Field Safety Compliance

A Forth Worth based natural gas exploration and production company recently collapsed four applications down to W Energy FDG to capture all data in the field, including production and compliance. This effort eliminated fragmented field data capture, reducing compliance risk and manual effort through a unified platform.

Prior to W Energy, the company relied on manual documents and spreadsheets to capture Amplitude Variation with Offset (AVO) readings and other compliance data from the oilfield, creating inefficiencies across daily operations. Lease operators entered data through a fragmented mix of paper notebooks, shared network folders, and emails, resulting in a time-consuming and inconsistent process. This approach introduced significant data integrity risks due to manual entry errors, limited back-office visibility into field activities, and made compliance records difficult to access, validate, and share. As a result, the organization faced elevated compliance exposure, increasing the likelihood of missed regulatory requirements and potential financial penalties.

Today, with W Energy, readings, compliance, and EH&S data is captured in the field, shared, and incorporated into automated reports via a customizable web interface. Field operators spend less time juggling documents and struggling with data entry, data quality improves with automated processes, and data is delivered efficiently to the back office. This positions the company to operate with higher efficiency, lower risk, and improved regulatory confidence.

Large Supermajor Transforms Data Capture with W Energy

The W Energy Field Data Gathering solution has benefitted one of the world’s largest oil and gas companies by providing efficient chemical tracking, integrated transporter ticketing, and significant improvements to data quality.  

Lease operators and production accounting teams gain clear visibility into chemical readings

Tracking chemicals across multiple well sites, each with different injection rates, was a cumbersome, manual process that resulted in operation inefficiency, data integrity risk, and downstream allocation issues.. Lease operators had to collect and collate data from each site into legacy data capture applications. In addition, operators performed calculations for certain entries, raising the risk of entering incorrectly recorded data into systems. The time-consuming manual process, with its inherent data quality problems, substantially slowed the allocation of production data.

With W Energy, chemical readings were simplified and operator-performed calculations were eliminated, providing access to accurate data much more rapidly and dramatically reducing the time spent manually capturing and tracking data. Now, lease operators access the FDG app on their mobile devices and quickly choose the type of chemical and the volume delivered. Inventory for the injection rates is then automatically calculated and made available through FDG’s flexible integration with other apps. Production accounting teams have easy access to chemical reports in near real time, and lease operators spend less time performing low-value tasks.

By delivering real-time visibility into chemical injections, W Energy enables stronger cost control, improved production efficiency, and enhanced vendor accountability across well operations. Field supervisors can more accurately forecast chemical spend and monitor usage at priority well locations, allowing them to optimize injection rates and maximize production performance. At the same time, supervisors gain the ability to track vendor-supplied chemical volumes against plan, quickly flag deviations, and take corrective action—ultimately improving both revenue outcomes and cost discipline..

Vendor-generated water tickets save 15,000 hours per year

Historically, water transporters collected water and used a legacy “point” software solution to generate a water ticket. Some transporters emailed their water tickets to lease operators; others relied on manual distribution. Either way, the information was physically entered by the lease operator into a production accounting application.

Even though these standard processes leverage technology, the advantages of doing so were constrained by the inability to integrate or share data between applications, and by requiring  a user to enter data or upload the data into the systems. Manual data entry also increased the risk of data quality issues, creating the potential for exceptions that required duplication of effort from both back office and lease operators.

Today, FDG uses its cloud-based API to tap directly into the water transporter’s system, extracting ticket data automatically as tickets are generated. By validating the data for accuracy in the cloud, FDG can alert the water transporter in near real time when data quality issues are detected. The transporter can then correct the data deficiency, often before leaving the site, reducing the rate of errors and delays in performing allocation calculations.

With water ticket data integrated with FDG, lease operators can review ticket data on the FDG app and either approve or reject it. Approved tickets are pushed instantly to the production accounting system for use in allocation calculations. When tickets are rejected, the record is removed, and the transporter is notified so corrective actions can be taken to provide good quality data.

Integrated SCADA well tests improve data quality and save 1,000+ hours every month

Lease operators spend at least 10 to 15 minutes per day, every day, manually entering oil, gas, and water volumes, durations, and other attributes into spreadsheets. That is a cumbersome, low-value task that exposes oilfield and back-office operators to the data quality problems created by manual work.

By integrating SCADA data directly into W Energy Field Data Gathering, the company is now automating well tests, reducing the risk of data entry errors, and saving 1,000+ hours per month that can now be spent on higher-value tasks.

After executing simple mapping configurations on the FDG integration module, live well test 

data from SCADA flows directly into the FDG mobile app for lease operators to review. Lease operators can then either approve or reject the well test. If approved, the well test data is pushed directly into the production accounting system where it is available in near real time to production accounting managers. If the test is rejected, the data is available in FDG for further analysis.

Direct integration of SCADA-based well tests on FDG simplifies the process and reduces the risk of manual entry errors, unifying field and back-office workers with a single set of data. Each lease operator now saves 15 minutes per day, in addition to reducing time spent chasing manual errors. Production accounting gets more reliable, trustworthy, and timely data for quicker action. Most importantly, the company sees improved performance, less downtime, more efficient workers, and an overall improvement to the company’s bottom line.  

Midland-Based Operator Transitions from Legacy Data Gathering to W Energy FDG in Just 30 Days

A Permian Basin operator had recently acquired a set of assets, but the field struggled to adopt the legacy field data gathering software that came with them. Field teams were suddenly racking up overtime and stressing over the accuracy of data with little trust in the data capture system.

The Foreman reached out to W Energy for a demo of our Field Data Gathering software. He hoped to prove to his team and company leadership that a new solution could improve data accuracy and ease of use while cutting back hours spent re-entering data.

Working with their field team, the W Energy implementation team helped design allocation setup from scratch. The field was up and running in 30 days from signing their contract, armed with the ability to easily and efficiently capture data and process allocations.

Leading Enterprise Saves Two Hours Per Day for Every Lease Operator

At another large organization, management knew that they needed a better field data gathering system, but didn’t believe that lease operators would give up their grease books.

Laptops were inconvenient to carry around, so operators captured data on paper. Because they didn’t have network connectivity to enter data during field visits, they had to drive around to find cell service, or enter the data after they reached their office or home. Additionally, manual processes meant that they couldn’t always see their daily production for wells and assets or their key performance indicators. Getting information from the lease operator to the foreman to the superintendent took far too much time and risked data accuracy.

With W Energy FDG, the company achieved 100% adoption of the application and stopped using grease books altogether. The applications offline and autosync functionality allowed teams to capture data in remote areas and sync automatically when network access returned. The team enjoyed the ease of use of the mobile app and integration with their accounting system, as well as capabilities like reinforced data quality, sequencing, site mapping, and the ability to pull accurate reports. At the end of the day, W Energy restored the lease operators’ trust in the data and saved them two hours every day in data entry time.

How W Energy Field Data Gathering Benefits Oil and Gas Organizations

Whether your field teams are wrestling with paper-based grease books or struggling to integrate SCADA data, W Energy FDG is a single-source mobile data capture solution that can transform how your organization collects, validates, and acts on field data.

W Energy FDG helps lease operators reclaim one to two hours every day by replacing manual data entry with automated, mobile-first workflows. The platform captures production data, regulatory and compliance data, run tickets, LACT tickets, and more, all from a single intuitive app available on both iOS and Android. Built-in validation rules, min/max range checks, and automated exception handling ensure data quality before information ever reaches the back office. And with real-time sync, offline capabilities, and native integration with SCADA systems and production accounting platforms, FDG keeps your entire operation connected, even in remote locations without Wi-Fi.

With over 500 self-configurable data workflows spanning inspections, chemical tracking, equipment blowdowns, compressors, artificial lift, facility reviews, and much more, FDG adapts to the way your field actually operates. The result is fewer errors, faster allocations, and a field team that spends more time acting and less time collecting data.

See what W Energy FDG can do for your operation. Request a demo to experience FDG in action and discover how leading oil and gas companies are saving thousands of hours and improving data quality across their field operations.