A Breakthrough in Subsurface Sensing
4DLogix is innovating the next-generation geophysical exploration platform that combines semi-airborne electromagnetics, multi-physics sensing, and AI-powered subsurface modeling to revolutionize how critical minerals are discovered. This integrated system creates high-resolution, 3D visualizations of ore bodies deep below the surface—without drilling—enabling faster, cleaner, and more accurate mineral targeting. Our platform is built to reduce exploration costs, minimize environmental impact, and accelerate the energy transition by unlocking rare earth and battery-grade mineral deposits with surgical precision.
Multi-Sensor Fusion
4D Logix integrates data from multiple geophysical methods—semi-airborne electromagnetics, magnetics, gravity, and hyperspectral imaging—into a unified model of the subsurface. This multi-physics, multi-sensor fusion captures complementary physical properties of the earth, revealing the true geometry and mineral composition of hidden ore systems. Advanced AI modeling interprets these combined signals to identify conductivity, density, and spectral patterns that correspond to specific mineral signatures such as copper, nickel, cobalt, and rare earth elements. The result is a high-resolution 3-D and 4-D understanding of the subsurface that reduces uncertainty, accelerates discovery, and enables confident, data-driven exploration.
Turning Data into Discovery
Transforming your data into decision intelligence.
4D Logix uses artificial intelligence to transform raw geophysical and remote-sensing data into decision-ready intelligence. Our technology reveals what can’t be seen from the surface—mapping geological structures, locating mineral-rich zones, and guiding exploration with precision. By combining multiple sensing techniques, these methods reduce drilling costs and time while minimizing environmental impact. The result is a non-invasive, data-driven approach that delivers detailed 3D models of the subsurface, helping exploration teams identify high-value targets, de-risk projects, and make confident, sustainable decisions.by fusing multiple physical measurements into one coherent subsurface model.
The Results
Rapid Subsurface Characterization
Mineral-Specific Target Identification
Rapid Subsurface Characterization
4D Logix delivers 3-D and 4-D conductivity and mineral models within weeks instead of months, reducing time-to-characterization by more than fivefold.
This accelerates target ranking, resource estimation, and investment decisions across the exploration lifecycle.
Quantified Decision Confidence
Mineral-Specific Target Identification
Rapid Subsurface Characterization
Our physics-informed AI provides block-level uncertainty estimates ≤ 10 %, transforming geophysical data into decision-quality intelligence.
Mining teams gain defensible, auditable confidence intervals for resource targeting and reserve reporting.
Cost and Risk Reduction
Mineral-Specific Target Identification
Mineral-Specific Target Identification
By fusing semi-airborne EM, spectral IP, and hyperspectral data, 4D Logix cuts volumetric characterization costs to <$ 0.05 per m³ and total exploration costs to < 0.5 % of gross metal value.
Clients reduce drilling, logistics, and manual interpretation—lowering operational risk while improving success rates.
Mineral-Specific Target Identification
Mineral-Specific Target Identification
Mineral-Specific Target Identification
Advanced AI correlates surface spectral signatures with subsurface electrical responses to pinpoint REE- and critical-mineral-bearing phases (Cu-Ni-Co-REE-Li).
This unique multi-sensor fusion reveals mineralogical discrimination at depth that conventional EM or magnetic surveys cannot achieve.