Deterministic
trading
infrastructure.
MorphIQ Labs builds the runtimes, analytics engines, and market-facing products that sit beneath modern derivatives trading. We ship systems that are measured against correctness, not demos.
One platform. Three applications.
Six engines.
The portfolio is organised in three tiers. Engines are composable pieces of mathematics packaged as crates. A platform turns them into a runtime. Applications turn the runtime into product.
Anvil — the deterministic runtime.
One platform sits between engines and applications. Journal, replay, and strategy SDK. Every trade is reproducible from first principle to final fill.
Three market-facing surfaces.
Spread Foundry is the retail wedge. Gamma Foundry is the focused 0DTE cockpit. MeridianScope is the professional platform. Deliberately different voices, the same engine stack underneath.
The Ferro suite.
Six primitives: matching, wavelet signal analysis, pricing and risk, spread construction, market data, and deterministic replay foundations. Built into Anvil, consumed by the applications, and productizable for technical buyers.
What we measure ourselves against.
Determinism before speed.
Every fill, every signal, every valuation is reproducible from journal and inputs alone. No non-deterministic paths, no 'it worked on my machine.'
Mathematical correctness, measured.
Coverage is not a vanity metric here. Engines ship with mutation testing, property tests, and reference implementations. If the math is wrong, CI says so.
Explainable by construction.
Model outputs carry provenance. Valuations, rankings, and signals are explainable because the runtime tracked what went into them — not because we reconstruct it afterward.
Systems research, published carefully.
We publish selected methodology, benchmarks, mutation scores, and edge cases because serious infrastructure demands serious review. The products and engines remain private commercial software.
FerroWave methodology, reference implementations, and the motivation for discrete wavelet transforms over Fourier in non-stationary return series.
How Anvil serialises journal segments for lossless replay across environments, and why non-deterministic matching engines fail quiet audits.
The case for shipping provenance with every model output — and what that costs in throughput.
Where serious
trading infrastructure
is built.
MorphIQ Labs is an independent, founder-led quantitative research and software company operating under Prophetizo LLC. We ship infrastructure-grade software for a market that rewards precision and punishes approximation.
We hire for systems engineering, quantitative research, and frontend / design roles. Bias toward depth.
Open roles →