{"id":22313,"date":"2025-08-27T23:36:04","date_gmt":"2025-08-27T21:36:04","guid":{"rendered":"https:\/\/www.kayrros.com\/?p=22313"},"modified":"2026-03-19T16:05:36","modified_gmt":"2026-03-19T15:05:36","slug":"case-study-how-kayrros-ep-benchmark-surveillance-drives-performance-improvement-in-the-bakken","status":"publish","type":"post","link":"https:\/\/www.kayrros.com\/de\/case-study-how-kayrros-ep-benchmark-surveillance-drives-performance-improvement-in-the-bakken\/","title":{"rendered":"Case Study: How Kayrros E&amp;P Benchmark Surveillance drives performance improvement in the Bakken"},"content":{"rendered":"<p><\/p>\n\n\n\n<p>At Kayrros, part of our business is to track the drilling, frac\u2019ing and well-completion performance of Oil and Gas operators in all major US tight Oil and Gas basins \u2013 an information that we supply to the subscribers of our E&amp;P Intelligence product, most of whom are themselves in the business. Recently, one of our subscribers\u2019 query led us to consider a new question: could the provision of our data affect our clients\u2019 own performance?&nbsp;<br><br>The answer was revealing.<br><br>Our client \u2013 let\u2019s call him Operator A \u2013 posed a seemingly routine question: who is the best performer in the Bakken in terms of drilling and completions performance? To answer, we turned to our proprietary database of performance records going back to 2019 and looked at the track record of the various operators in the basin and how it had evolved over time. We went a step further: we singled out our subscriber from the rest of the industry to see if they behaved differently since they started their partnership with us.&nbsp;<\/p>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>The results were striking. Average drilling performance in the Bakken, measured in drilled feet per day, has nearly doubled overall in the last six years.&nbsp; This dramatic improvement reflects not only the recovery of activity from the COVID-19 slump but also the relentless pursuit of efficiency in US shale operations.&nbsp;<\/p>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Operator A did even better than that. From being in the lower quartile when we started monitoring performance in 2019, it rose steadily to the top quartile by Q2 2025, eventually ranking among the top three best performers in the Bakken.&nbsp;<\/p>\n\n\n\n<div style=\"height:26px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Of course, Kayrros alone cannot take all the credit for this stellar trajectory, but we like to think we played a supporting role. Operator A is not the only star among our subscribers. In fact, its trajectory&nbsp; is emblematic of how our leading customers use our data to improve their operations .<\/p>\n\n\n\n<p><strong>Key Drivers of Performance<\/strong><\/p>\n\n\n\n<p>If we analyze Operator A\u2019s performance over the last six years, we can attribute it to several key factors:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Advancements in directional drilling tools with more powerful and reliable motors and rotary steerable systems<\/li>\n\n\n\n<li>Fit-for-purpose bit designs tailored specifically to the shale basins<\/li>\n\n\n\n<li>Widespread adoption of drilling automation technologies<\/li>\n\n\n\n<li>Drilling optimization using machine learning and AI<\/li>\n<\/ul>\n\n\n\n<div style=\"height:18px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Beyond these industry-wide drivers, Operator A deftly used Kayrros insights from high-resolution satellite imagery to amplify their gains in several ways.&nbsp; By using Kayrros data, they identified best practices from their top-performing peers to refine pad layouts, improve OFS deployment, and accelerate technology adoption \u2014 with the effect of substantially shortening cycle times and boosting efficiency.<br><br>They also applied Kayrros performance benchmark metrics to screen fast-moving peers for potential M&amp;A opportunities. One of the top-ranked operators in this analysis was subsequently targeted in Operator A\u2019s acquisition strategy.<br><br>On the completion side, the story is even more impressive. Fractured footage per day shows a 4x spread between the lowest and highest performers across the same period. With operators adopting more efficient frac\u2019ing techniques such as simul and trimul fracs, the gaps between low and high performers have widened significantly.<\/p>\n\n\n\n<div style=\"height:52px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"427\" src=\"https:\/\/www.kayrros.com\/wp-content\/uploads\/2025\/08\/Screenshot-2025-08-27-at-16.31.31-1024x427.png\" alt=\"\" class=\"wp-image-22314\" srcset=\"https:\/\/www.kayrros.com\/wp-content\/uploads\/2025\/08\/Screenshot-2025-08-27-at-16.31.31-1024x427.png 1024w, https:\/\/www.kayrros.com\/wp-content\/uploads\/2025\/08\/Screenshot-2025-08-27-at-16.31.31-300x125.png 300w, https:\/\/www.kayrros.com\/wp-content\/uploads\/2025\/08\/Screenshot-2025-08-27-at-16.31.31-768x320.png 768w, https:\/\/www.kayrros.com\/wp-content\/uploads\/2025\/08\/Screenshot-2025-08-27-at-16.31.31-1536x641.png 1536w, https:\/\/www.kayrros.com\/wp-content\/uploads\/2025\/08\/Screenshot-2025-08-27-at-16.31.31-2048x854.png 2048w, https:\/\/www.kayrros.com\/wp-content\/uploads\/2025\/08\/Screenshot-2025-08-27-at-16.31.31-18x8.png 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Figure 1: Drilled Feet Per Day (2019\u20132025) &#8211; Figure 2: Fractured Feet Per Day (2019\u20132025)<\/figcaption><\/figure>\n<\/div>\n\n\n<p><br><strong>Why This Matters:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>For E&amp;P Analysts:<\/strong> Benchmarking operator performance with real-time surveillance supports sharper evaluations of operational efficiency and capital allocation.<\/li>\n\n\n\n<li><strong>For Investors and Traders:<\/strong> Performance benchmarks can signal near-term production trends, offering an edge in forecasting basin-level supply shifts.<\/li>\n\n\n\n<li><strong>For E&amp;P Operators:<\/strong> tracking operational efficiency metrics drives performance and help identify improvement opportunities relative to peers.<\/li>\n<\/ul>\n\n\n\n<p><strong>Conclusion:<br><\/strong>Our E&amp;P Intelligence platform allows clients to \u201cgo beyond\u201d \u2014unlocking performance benchmarks, uncovering top quartile operators, and identifying key trends and best practices across any basin in the US.<\/p>\n\n\n\n<p>If you&#8217;re curious to know who truly wears the crown in the Bakken\u2014or any other major basin\u2014get in touch with our team. At Kayrros, we combine AI and geospatial intelligence to redefine how performance is measured\u2014linking data with innovation and operational excellence\u2014to help you lead today and in tomorrow\u2019s ever-evolving energy landscape.<\/p>\n\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>About Kayrros:&nbsp;<\/strong><\/p>\n\n\n\n<p>Kayrros is the world leader in energy and environmental intelligence. It uses AI and geoanalytics to turn raw satellite data into actionable insights on energy, supply chains, physical risks, nature and the environment, working with businesses and governments to make energy systems more efficient, improve supply security, boost climate resilience, and manage environmental impacts while enabling investors, insurers, traders and other stakeholders to make faster, smarter decisions.<\/p>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>For more information visit <a href=\"http:\/\/www.kayrros.com\/de\/\">www.kayrros.com<\/a> or contact <a href=\"mailto:r.guedesdecarvalho@kayrros.com\">r.guedesdecarvalho@kayrros.com<\/a> to learn more about our E&amp;P Intelligence products.<\/p>\n\n\n\n<p><span id=\"docs-internal-guid-775b76da-7fff-04ba-7e9c-993cafb915e3\"><div><span style=\"font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(29, 28, 29); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-variant-position: normal; vertical-align: baseline;\"><\/span><span style=\"font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-variant-position: normal; vertical-align: baseline;\"><\/span><span style=\"font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-variant-position: normal; vertical-align: baseline;\"><\/span><span style=\"font-size: 11pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-variant-position: normal; vertical-align: baseline;\"><\/span><\/div><\/span><\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>At Kayrros, part of our business is to track the drilling, frac\u2019ing and well-completion performance of Oil and Gas operators in all major US tight Oil and Gas basins \u2013 an information that we supply to the subscribers of our E&amp;P Intelligence product, most of whom are themselves in the business. Recently, one of our &#8230; <a title=\"Case Study: How Kayrros E&amp;P Benchmark Surveillance drives performance improvement in the Bakken\" class=\"read-more\" href=\"https:\/\/www.kayrros.com\/de\/case-study-how-kayrros-ep-benchmark-surveillance-drives-performance-improvement-in-the-bakken\/\" aria-label=\"Mehr Informationen \u00fcber Case Study: How Kayrros E&amp;P Benchmark Surveillance drives performance improvement in the Bakken\">Weiterlesen<\/a><\/p>","protected":false},"author":24,"featured_media":22214,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[140],"tags":[],"class_list":["post-22313","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ep-intelligence"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Bakken Performance Benchmarks Study | Kayrros<\/title>\n<meta name=\"description\" content=\"See how our E&amp;P surveillance drives performance in the Bakken. 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