The Seismic Data Bottleneck
Nasuni’s Ian Setterfield discusses seismic data challenges in the energy sector, and how unstructured data management solutions can solve them.
February 3, 2026 | Ian Setterfield
Seismic innovation is accelerating, but for many energy companies, their data infrastructure is slowing everything down.
Advances in marine acquisition such as ocean-bottom seismic (OBS), distributed acoustic sensing (DAS), full waveform inversion (FWI), and AI-driven interpretation are producing seismic data at unprecedented scale and resolution. These technologies promise faster insights, better subsurface understanding, and reduced exploration risk. Yet too often, the value of that data is constrained not by science, but by storage.
The issue isn’t data volume. It’s access.
Despite billions invested in exploration and production technologies, seismic data frequently remains fragmented across legacy storage systems, regional silos, and duplicated environments. Files are hard to find, slow to move, and difficult to protect at scale. The result is rising cost, growing risk, delayed interpretation, and longer time to oil — exactly when energy companies need to move faster and smarter.
When Seismic Innovation Outpaces Infrastructure
Seismic interpretation has evolved far beyond static 3D imagery. Today’s workflows rely on dynamic models, high-performance compute, and increasingly, AI and machine learning. These tools can dramatically accelerate interpretation, but only when geoscientists can access the full breadth of their data, wherever it lives.
Traditional NAS and file server environments weren’t designed for this reality. As seismic data volumes grow into the petabytes, IT teams are forced to overprovision infrastructure, manage complex backup and replication processes, and manually move data between locations. Geoscientists wait hours or days for access. Data is duplicated. Risk increases. Productivity stalls.
This is the seismic data bottleneck, and it’s holding innovation back.
Unifying Seismic Data at the Core
A new generation of cloud-native, hybrid storage platforms is removing this bottleneck by unifying seismic data into a single global file system backed by cloud object storage.
With a unified approach, seismic data is stored once, protected centrally, and made instantly accessible to teams anywhere in the world. Lightweight edge systems deliver high-performance file services close to users, while the cloud provides unlimited scale, durability, and resilience.
This dramatically simplifies collaboration across geoscience, engineering, and data science teams. It also reduces operational complexity by collapsing storage silos, eliminating unnecessary data copies, and replacing costly, hardware-centric infrastructure with a more flexible operating model.
Just as important, unified data environments reduce risk. Continuous versioning, immutable snapshots, and instant recovery ensure seismic data is always protected — and recoverable in minutes, not days.
Turning Seismic Data into AI-Ready Fuel
As AI becomes integral to seismic interpretation, data readiness is emerging as a critical differentiator. Many AI initiatives struggle because the data feeding them is fragmented, duplicated, or poorly governed.
Unified seismic data changes that. When data lives in a single, globally accessible environment, organizations can apply advanced analytics and machine learning across far more of their data estate. In some cases, teams are now able to use up to 90% of available seismic data for modeling and interpretation — not because they collect more data, but because they can finally access and manage what they already have.
Unified data transforms seismic files from operational overhead into AI-ready fuel.
Lower Cost, Faster Time to Oil
The business impact is just as compelling. By shifting seismic storage from capital-intensive infrastructure to cloud-native platforms, energy companies can reduce storage and backup costs, avoid hardware refresh cycles, and simplify global operations.
One global energy company consolidated multiple storage systems into a single hybrid cloud platform, enabling near-instant access to seismic data worldwide. The result: a 35% reduction in storage costs, a 99% improvement in recovery time, and significantly faster interpretation workflows — all contributing to shorter time to oil.
Breaking the Bottleneck
As seismic data continues to grow in volume, complexity, and strategic importance, data management can no longer be an afterthought. Energy businesses require a single global file system, no matter where they are on their seismic journey.
Fortunately, unified, cloud-native platforms give energy companies the scale, resilience, and performance they need to keep pace with seismic innovation — while lowering cost, reducing risk, and preparing unstructured data for AI.
Breaking the seismic data bottleneck isn’t about collecting more data. It’s about finally making seismic data work the way it should.
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