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

promoted
How to Succeed After Getting Promoted: Seeking Feedback, Acting with Intention, and Leading with Perspective
April 16, 2026

Stepping into a leadership role today isn’t just a step up—it’s a shift into constant visibility, where expectations arrive immediately and the margin for error narrows. As organizations flatten structures and demand faster decisions, newly promoted leaders are expected to deliver impact from the outset, often without the space to fully adjust. According to…

Read More
AI in business
A Practical Conversation About AI in Business: From Hype to Real-World Impact
April 15, 2026

Artificial intelligence has moved from buzzword to boardroom priority at a staggering pace. Yet despite widespread adoption, many organizations are still struggling to turn experimentation into measurable business value—some estimates suggest the majority of enterprise AI initiatives fail to scale successfully. As AI becomes “table stakes” across industries, the real challenge is no longer…

Read More
weekly drive-in
Metropolis: Weekly Drive-in
April 15, 2026

Metropolis “Weekly Drive In” reflects a new era of storytelling where AI meets real-world execution, turning everyday field performance into momentum. Centered on genuine conversions and local wins, the series highlights how the company is scaling not just through technology, but through visibility and shared recognition. In an emerging recognition economy, these updates act…

Read More
Drive In, Drive Out: The Rhythm of Metropolis
April 15, 2026

Behind the seemingly mundane choreography of a drive-in lies a broader story about how modern cities script behavior, turning even the simplest actions into rehearsed routines. What looks like repetition is really a quiet testament to systems designed for flow and control, where efficiency often outweighs individuality. In places like Metropolis, the rhythm of…

Read More