Why You Shouldn’t Be Using ‘Conventional’ Methods for Unconventional Drilling

 

On this episode of the Sciences Podcast, host Tyler Kern dug deep, so to speak, on the topic of using big data for conventional and unconventional reservoirs with two geoscientists from Ikon Science. Today’s guests are Gabi D’Aubeterre], Americas support team manager, and Yoryenys Del Moro, regional product champion for wells.

Del Moro said current methods are just scratching the surface of what kind of production is possible.

“To get more production, … we need to use more data, including seismic and well information,” she said.

Ikon Science develops pioneering GeoPrediction software technology and solutions to help customers have better hit rates and faster production with reduced cost and cycle time. The quantitative interpretation of seismic and well data has been widely successful for conventional operations around the world but lags in unconventional reservoirs, D’Aubeterre and Del Moro said.

“When it comes to unconventional reservoirs, we need to change our mindset from what we’ve done traditionally,” D’Aubeterre said.

Unconventional reservoirs pose a unique challenge for geoscientists. While the rocks in conventional reservoirs effectively traps oil and gas until it’s drilled, this same trapping mechanism is not present in more difficult unconventional plays. In a conventional reservoir, the type of rock (usually a sandstone) traps the hydrocarbon effectively within its porous space, but this is not the case for unconventional reservoirs.

“In an unconventional reservoir, the hydrocarbons do not flow naturally and are trapped within the rock, within low permeability and low porosity units” D’Aubeterre said. Fracturing the rock and shale to extract that oil and gas makes a challenge for geoscientists and engineers.
Del Moro agreed, saying complications exist when geoscientists and engineers look to fracture the right area of rock for the right natural resource to produce hydrocarbons.

“So you need to apply the techniques that allow you to define and detect what you’re looking for in the shales, fractures, and natural fracture zones,” Del Moro said, explaining seismic data allows you to do that.

D’Aubeterre and Del Moro shared specific examples of quantitative interpretation of seismic and well data in unique settings and how the machine learning and integration.

Read more on the Ikon Science Website.

Follow us on social media for the latest updates in B2B!

Twitter – twitter.com/ScienceMKSL
Facebook – facebook.com/marketscale
LinkedIn – linkedin.com/company/marketscale

Follow us on social media for the latest updates in B2B!

Image

Latest

Energy billing
Nightmare on Revenue Street: Energy Billing Edition
February 3, 2026

Energy billing is one of those things most people only think about when something goes wrong—an unusually high charge, a missing bill, a surprise shutoff notice, or a rate plan that suddenly doesn’t make sense. With smart meters, more complex pricing options, and different rules in regulated vs. deregulated markets, even a small breakdown…

Read More
career coaching
Work-Based Learning & Career Coaching with Strada Education: Closing the Gap Between Education and Opportunity
February 2, 2026

As higher education faces mounting pressure to demonstrate clear career outcomes, institutions are rethinking how learning connects to work and the role of career coaching in that process. Employers continue to report skills gaps, students are questioning the return on investment of a degree, and states are demanding stronger alignment between postsecondary education and…

Read More
cities
Craftsmanship and the Soul of Cities with Top Real Estate Developer Mike Ablon
February 2, 2026

More than half the world already lives in cities—and the UN projects that share will rise to 68% by 2050, adding roughly 2.5 billion more people to urban areas. At the same time, the “experience economy” has reshaped what people value in places: not just what a city has, but how it feels to…

Read More
client engagement
When Client Engagement Becomes True Partnership
February 1, 2026

CG Infinity’s Salesforce Practice is built on deep, day-to-day engagement with the organizations it serves. Rather than operating as an external vendor, the team embeds itself with clients—working closely, consistently, and collaboratively—so decisions are informed by real context, trust, and shared accountability. This approach ensures Salesforce solutions are shaped not just by requirements, but…

Read More