Welcome to SPARK Industries Corporation
SPARK Industries Corporation is an advanced research and technology company. We develop deterministic computing engines, multi-sensor intelligence, machine-intelligence research, and advanced materials, and apply them to hard problems in energy, resources, defense, computing, and the environment.
Spectral Intelligence
We use AI where it helps, including the most advanced systems in today's race to superintelligence. Then we go further.
Spectral Intelligence (SI), our patent-pending deterministic physics engine, derives answers from first principles instead of predicting them from training data. The same input gives the same answer, every time, and every result traces back to its cause.
Explore Spectral IntelligenceResearch areas
SPARK research spans foundational science, computation, sensing, and experimental engineering, and carries every question from first principles to a working system.
View all researchModels of how physical structure forms, holds, and responds, and the mathematics that describes it.
Research into deterministic computing and machine intelligence that retains context, traces its reasoning, and repeats its answers.
Approaches for examining physical environments through signals, imagery, and complementary measurements.
The translation of models and computational methods into instruments, experimental apparatus, and prototype systems.
Emerging research into signal integrity, anomalous behavior, and the assurance of intelligent and distributed systems.
Flagship programs
Each program takes on a class of problems where today's tools fall short, from deep underground to the surface of the Sun, from computation to machine intelligence.
Browse all programsSubsurface & environmental intelligence
Remote subsurface and environmental intelligence. QuietStorm fuses independent observations into a ranked, decision-ready picture for resources, water, infrastructure, emissions, and the seafloor.
Foundational physics & mathematics
SPARK's foundational research in physics and mathematics: first-principles models expressed as deterministic, computable mathematics.
Patent-pending deterministic physics engine
SPARK's patent-pending deterministic physics engine: answers derived from first principles, traced to their cause, and repeatable every time.
Patent-pending deterministic computing engine
A deterministic computing engine delivered as software, engineered as a drop-in co-processor for compute-intensive workloads on existing hardware.
Core capability
Every system leaves a signal. SPARK's spectral and signal-processing methods extract structure that standard analysis overlooks and turn it into decision-ready output.
Partnership opportunities
From fire-resistant materials and groundwater to oil and gas, brain injury, solar storms, and AI security, SPARK is looking for industry, research, and technology partners to turn each initiative into results in the field.
Explore Partnership OpportunitiesEngineering formulations to specific performance targets, starting with fire-resistant coatings that keep materials intact longer under flame.
Mapping likely contaminant pathways from a release to focus sampling, protect groundwater, and plan cleanup.
Ranking prospects and drilling targets from the seismic, well, and production data operators already hold.
Tracing methane plume movement beyond the release point to direct monitoring, inspection, and response.
Estimating aquifer location, depth, and extent to guide drilling and long-term water-supply planning.
Identifying search targets for shipwrecks and underwater discovery, so survey time goes where it counts.
Accelerating CPU workloads to reduce the computing resources they demand, on hardware already in place.
Identifying mineral indicators to prioritize exploration, sampling, and drilling.
Measuring brain-tissue changes standard MRI misses, including signs consistent with brain injury. Seeking institutions to validate it independently.
Earlier forecasts of solar storms and their impact on Earth, with a real-time solar activity service in development.
Early warning for batteries, grids, and machinery, from the telemetry they already produce.
A protective layer that detects and blocks harmful manipulation of connected systems before commands reach equipment, money, or infrastructure.
Our standard
AI accelerates how we design and build. It is not what we deliver. SPARK systems run on deterministic mathematics, hard-coded and exact, so the same input produces the same answer, every time.
Our StandardsDeterministic
Exact mathematics, not probabilistic guesswork. Results that reproduce on every run.
First principles
Models derived from physics and mathematics that you can reason about and test.
Verified
We test every result against independent references before it reaches a client.
Confidential
We protect client data and SPARK methods under strict need-to-know controls.
Bring us the problem conventional methods haven't solved, and see what deterministic engineering does with it.
Start focused. Scale with results.