Resonix Labs
Computational infrastructure for systems that have to work in the real world.
We build the solver that doesn’t crash when the data gets messy, the applications it unlocks, and the lab that makes every claim defensible — across defense, finance, industry, medical, and energy.
Industries
One computational engine. Every industry it touches.
The same noise-immune solver, embedded-first design, and audit-grade evidence base shows up across defense, finance, industrial, medical, and energy. Open an industry brief to see what changes for a buyer in that space.
Defense & Aerospace
Sim · edge · flight — same binary.
Noise-immune solvers, platform digital twins, and embedded math for autonomous platforms and mission systems. Airgapped, ITAR-aware, sim-to-flight identical.
- Autonomy & GN&C
- Platform digital twins
- Targeting & UQ
Finance & Markets
Bounded intelligence on standardized rails.
PDE pricing without time-stepping, deterministic real-number arithmetic for trading and risk, single-solve uncertainty quantification for overnight risk runs, and bounded intelligence for card authorization.
- Derivatives pricing
- Risk & UQ
- Cross-desk reconciliation
Digital Platforms & AI
Same input, same output, every platform, one hash.
Trust infrastructure for digital platforms under regulatory pressure. Reproducible ML decisions, verifiable creator payouts, auditable ad attribution, and stable watermark detection — built on one deterministic arithmetic substrate.
- AI decision audit
- Ad attribution
- Creator payouts
Industrial & Robotics
Process control that doesn't crash on real sensors.
Self-regulating control, real-time UQ, and platform digital twins for manufacturing lines, robotics, and process plants. Tighten tolerances when sensors are clean; back off automatically when they aren't.
- Process control
- Predictive maintenance
- Robotics autonomy
Medical & Life Sciences
Calibrated math for safety-critical care.
Noise-robust physiological simulation, bioreactor digital twins, and bright-marker spectral analysis for stem cell manufacturing — backed by thousands of validated computational runs, with every dead zone and limitation stated on the page.
- Stem cell manufacturing
- Cardiac simulation
- Bioprocess twins
Energy & Grid
Stable math under contested grid conditions.
Long-horizon stability for grid simulation, plant control, and asset twins. The same solver runs in the dispatch center and on the substation controller, with calibrated confidence on every dispatch.
- Grid simulation
- Plant control
- Asset digital twins
The product portfolio
One computational engine. A growing line of products that run on it.
Each product below has its own page: a verbal illustration, a high-level overview, visuals, and the technical story that makes the claims defensible.
SolvSRK
The stiff ODE solver that survives real-world sensor noise.
Standard solvers crash when the data gets messy. SolvSRK is a hybrid stiff-plus-noisy ODE solver that keeps solving through sensor drift, vibration, impulsive spikes, and non-stationary disturbances — the conditions that break every other integrator on the market. One C-native binary from workstation to embedded target.
SolvSRK-UQ
Calibrated error bars from a single solve. No Monte Carlo.
Quantifying uncertainty usually means running hundreds or thousands of simulations. SolvSRK-UQ produces a calibrated uncertainty envelope alongside the answer in a single integration pass — fast enough for real-time control loops, regulatory certification, and overnight risk runs that actually finish before the opening bell.
SolvLRDE
Replace time-stepping for linear systems. Cost independent of horizon and stiffness.
Every time-stepper marches through hundreds of small steps. SolvLRDE evaluates the answer at any time T directly via a Talbot-contour integral in the Laplace domain — no marching, no horizon dependence, no stiffness penalty. One LU factorization reused across every strike, scenario, and parameter. Seven vertical SKUs from derivatives pricing to power-grid EMTP.
SolvNum
Same input, same output, every platform, one hash.
SolvNum is a deterministic real-number primitive that produces bit-identical arithmetic across x86, ARM, GPU, and WebAssembly. One SHA-256 receipt proves every party agrees. Six vertical SKUs from defense mission replay to financial audit to medical imaging — anywhere 'same input, same output' is a regulatory or safety requirement.
Moridain
Bounded-signal enrichment on standardized message rails.
Standardized protocols compress rich upstream context into a small message before the downstream system decides. Moridain sits on the network, extracts bounded intelligence signals from the full picture, and delivers them alongside the standard message. Seven protocol-specific SKUs from card authorization (ISO 8583) to defense sensor fusion (Link-16/CDL).
SolvScout & SolvTune
Know which solver to use — and why — in seconds.
SolvScout fingerprints your ODE system. SolvTune benchmarks every candidate solver on it and shows you a comparison table. When a competitor wins, the table says so. Free, open-source, Apache-2.0 — backed by ~5.2 million validation trials.
SolvBench
Mission control for your simulation's solver.
The desktop app that turns solver selection from guesswork into evidence. SolvBench orchestrates Scout, Tune, and the runtime — characterize your problem, benchmark the candidates, apply the winning config, and watch the solver work in real time. Free, Pro, and Enterprise tiers.
Resonix-AI
AI does the thinking. We do the math. You get the receipt.
A verified math layer that AI agents call when numbers must be correct. Bit-exact arithmetic, validated solvers, statistical methodology gates, and cryptographic signed receipts — delivered as MCP servers and agent configurations for Cursor, Claude, and ChatGPT. Don't trust the vibes. Trust the hash.
Resonix Research Lab
An AI-orchestrated research operations platform.
We built the lab we needed to validate our own solver. It turned out to be a product category: pre-registration, multi-layer quality assurance, AI agent workforce, structured evidence management. One engineer. Six weeks to stand up. Over 1 billion validated data points — the nearest competitor has 30,000. Zero retracted findings.
Innovation Velocity
A pace of credible research that does not exist in the category.
One trillion scalar observations. One billion validated data points — the nearest competitor has thirty thousand. 821 billion function evaluations across 3.5 million instrumented trial runs. Zero retracted findings. Every number traces back to a test, a seed, and a verdict.
Innovation velocity
We keep building because the results keep surviving audit.
Every number on this site is traceable back to a test, a run, and a verdict in a live evidence register.