--- title: Understanding Type Curve Complexities and Analytic Techniques description: Learn the complexities and technical considerations of type-well curve development and use. 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By continuing to browse or engage with this site, you consent to our use of cookies. See our [Privacy Policy](https://omnirasoftware.com/privacy-policy/) for details.* *Editor’s Note: With VERDAZO proudly joining Omnira Software in 2022, this blog is being re-published on the Omnira Software website.* (Dec 2015, SPE – Calgary Section) This presentation is the culmination of a decade of working with industry experts. It illustrates the complexities, technical considerations and analytic techniques that should be part of type-well curve development and use. If proper techniques are not used there can be significant impacts on reserves evaluations, development planning, production performance comparisons and completion optimization insights.   [DOWNLOAD](https://info.omnirasoftware.com/hubfs/VERDAZO%20Understanding%20Type-well%20Curve%20Complexities%20SPE%20Presentation%202015%2012%2001%20Calgary.pdf)   --- About Bertrand Groulx Bertrand Groulx is a well-respected oil and gas industry expert with almost 30 years of experience driving innovation and developing advanced solutions. He possesses deep knowledge and understanding of data analytics in the sector, which has allowed him to deliver unparalleled enhancements to Omnira Software's VERDAZO and MOSAIC software products. Bertrand's extensive accomplishments in the public and private sectors and his scientific publications and presentations on machine learning, visual analytics, and completion optimization have made him a thought leader. With a B.S. Honors in Geology and Geology and Geomorphology from the University of British Columbia, Bertrand focuses on enhancing Omnira Software's business intelligence and discovery analytics products in his current role, particularly the VERDAZO platform's growth and development. As a blog author, Bertrand shares his unique expertise and insights, offering valuable knowledge and guidance to industry professionals seeking to stay at the forefront of the constantly evolving oil and gas landscape. 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