SubsurfaceClarityRedefined
Cutting-edge Full Waveform Inversion (FWI) technology, XWI
High resolution seismic imaging, smarter AI-driven decisions
Collaborating with Global Leaders in Energy and Technology
Unlock Hidden Geological Detail
Consistent, high-impact results across complex basins globally


XWI on Vintage Land Data
Acquired across multiple surveys in the 1990s, the data lacks low frequencies, long offsets, and is sparse. Further complications arise due to the topography and near surface effects.
The input data for FWI was minimally preprocessed - denoising and wavelet consistency. S-Cube applied its proprietary Adaptive Waveform Inversion (AWI) and Reflection Waveform Inversion (RWI) workflow to refine the model to 20Hz. Unlike conventional FWI, AWI overcomes cycle skipping, is more sensitive to reflection moveout, and is less impacted by amplitude mismatches. RWI further strengthens the velocity update by focusing on reflection kinematics, working effectively even with multiples and ghosts.
Elastic XWI in Deep-water Application
Starting from no assumed salt, Constrained Adaptive Waveform Inversion (cAWI) approximates the salt location. Subsequent 7Hz AWI-RWI refines the salt geometry and pre-salt trend. Finally, 20Hz elastic AWI-RWI-FWI sharpens the details.
45Hz RTM provides high-resolutution imaging.

Depth slice velocity model evolution and final RTM model

Horizontal slice velocity model evolution and final RTM model
Overcoming Deep-Water Velocity Model Challenges
The Mahanadi Basin, a polycyclic, peri-cratonic passive margin off India's east coast, presents one of the toughest challenges in marine seismic imaging. Shaped by NE–SW horst–graben systems, complex fault networks, and abrupt velocity contrasts, it hosts Mio–Pliocene Channel-Levee Complexes (CLCs), proven gas-bearing reservoirs and high-value exploration targets. S-Cube's staged FWI workflow not only sharpened CLC imaging, but also distinguished lithologies, clarified reservoir geometry, and removed structural sag artifacts, enabling more confident and accurate exploration.






What we offer
Full suite of FWI capabilities, PSDM and PSTM, for both land & marine, 2D & 3D data
Known as XWI - X for any given objective function: adaptive, reflective or conventional
Simulataneous inversion of velocity and reflectivity in a single unified feedback loop
For RTM-like image from raw unprocessed data
For Reflectivity and AVA volumes directly from FWI
Kirchhoff Pre-Stack Time/Depth Migrations and advanced Reverse Time Migration (RTM)
Fault and horizon constraints for geologically consistent velocity model building
Multi-dimensional interpolation and regularization across 2D, 3D, 4D, and 5D datasets
Advanced algorithms for effective noise and complex multiple attenuation
The X-Wave Engine
XWI is not just another FWI algorithm: it's a proprietary, cloud-native platform built to overcome the limitations of conventional methods
Cloud Native
Fault-tolerant communications not affected by interrupted worker processes or spot markets with instant reclaims
HPC Optimised
Flexible deployment on any HPC infrastructure: CPU (x86, ARM) and GPU (NVIDIA, AMD)

Nebula Dashboard
Stay in control with a dashboard that monitors job status, performance and QCs outputs for immdiate data-driven decisioning
Advanced Physics
Elastic or visco-acoustic anisotropic modeling for land or marine, 3D or 2D
AI-Accelerated Metric-Driven
Automated inversion parameters optimized for faster, more accurate results
Global Impact
Transforming seismic imaging across the world's most challenging basins