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

inclusion
Inclusion Beyond Compliance: What It Really Takes to Build Workplace Cultures Where People Feel Seen, Supported, and Free to Belong
December 16, 2025

Inclusion is often reduced to policies and checklists, but its true measure shows up in everyday experiences — in whether people feel seen, supported, and able to contribute without hiding parts of who they are. When organizations move beyond compliance and toward genuine understanding, they open the door to talent, perspective, and potential that…

Read More
healthcare
How Simulation-Based Education Is Transforming Healthcare Leadership and Decision-Making Worldwide
December 16, 2025

As healthcare systems worldwide face rising costs, workforce shortages, and increasing pressure to balance quality with financial sustainability, traditional classroom-based management education is struggling to keep pace. According to the World Economic Forum, healthcare spending now accounts for nearly 10% of global GDP, making leadership decision-making more consequential—and more complex—than ever. At the same…

Read More
work-based learning
Scaling Work-Based Learning in the Curriculum: How Riipen Powers Real Employer Projects at Scale
December 15, 2025

Higher education is facing renewed scrutiny over how well it prepares students for life after graduation. Employers are increasingly signaling that many graduates enter the workforce without real-world, job-ready experience—placing new pressure on higher education to rethink how learning connects to work. Research on high-impact practices consistently shows that experiential and work-based learning boosts…

Read More
private equity
Alts Innovators: UT Austin’s Dr. Ken Wiles on Private Equity
December 15, 2025

Private equity is entering a period of adjustment after decades of expansion fueled by falling interest rates and abundant capital. That long-running tailwind reversed beginning in 2022, when interest rates rose sharply, disrupting deal activity, slowing exits, and bringing renewed attention to a long-standing vulnerability in private markets: liquidity. Industry reports have highlighted softer fundraising,…

Read More