We provide fully explainable, white‑box analytics solutions that are independently auditable and built on physics‑based stochastic analysis. Our technology detects structural patterns across assets and time periods without needing recalibration, making it ready for regulated environments such as MiFID II, the EU AI Act, Basel III, and MGA.
Funding
Funding not disclosed
Founders
Product
Problem
Many regulated industries rely on opaque, black‑box analytics that require frequent recalibration and cannot be easily justified to supervisors, leading to compliance risk and limited trust in model outputs.
Solution
Innova Castle delivers fully explainable, white‑box analytics built on physics‑based stochastic analysis. Their technology identifies structural patterns in data rather than mere statistical correlations, enabling early detection of market stress, anomalous behavior, or signal interference. Solutions operate across assets and time periods without the need for continual retuning, and every result can be independently audited and justified to regulators. The platform is designed from the ground up to meet the requirements of MiFID II, the EU AI Act, Basel III, and MGA, allowing organizations to adopt advanced risk analytics while remaining compliance‑ready. Domain‑specific products—such as Market Stress detection for finance, Behaviour Risk scoring for iGaming, and Space Signal anomaly detection for satellite communications—extend the core technology to distinct use cases.
Target Audience
Primary customers include risk managers and quantitative teams at financial institutions, compliance and fraud‑prevention units in iGaming operators, and satellite or space‑communication agencies requiring rigorous signal monitoring.
Features
- 100 % white‑box models that provide full transparency and audit trails for every signal
- Physics‑based stochastic modeling that captures structural patterns instead of superficial correlations
- Zero‑recalibration architecture that works consistently across different assets and time horizons
- Built‑in compliance alignment with MiFID II, EU AI Act, Basel III, and MGA regulations
- Domain‑specific solutions for financial market stress, iGaming player‑risk, and space‑signal anomaly detection
- Real‑time anomaly detection with evidence packages suitable for regulator review
- Independent auditability enabling third‑party verification of model behavior and outcomes