Innova Castle is a deep tech lab. We research complex systems others find too difficult to model, and build solutions from what we discover.
What We Build
Every solution begins as research and is built to reveal what traditional methods miss.
Detects structural instability in financial markets before it shows in price. Built for risk managers, funds, and financial institutions.
Solutions
Finance StressStructural stress in markets, before it shows up in price.Crypto StressEarly stress detection calibrated for 24/7 crypto markets.Identifies anomalous behaviour patterns in real time, with evidence you can justify to a regulator. Built for iGaming operators and compliance teams.
Solutions
Player RiskExplainable player-risk scoring built for regulatory scrutiny.Fraud & AMLSurface coordinated patterns hidden in transaction flows.Detects anomalies in radio frequency channels and space signals invisible to conventional methods. Validated with real NASA and ESA data.
Solutions
SpectrumAutomatic classification of radio frequency channels and interference.Signal AnomalyDetect transient events in space signals invisible to conventional methods.Our Principles
Every solution we build follows the same principles: fully explainable, independently auditable, and designed for real-world application from the ground up.
Every result is fully transparent and auditable. You can justify every signal to a regulator, no black boxes.
Grounded in physics and stochastic analysis. We detect structural patterns, not statistical correlations.
Our solutions work across assets and time periods without constant retuning or manual adjustment.
Designed for regulated environments from day one. Compatible with MiFID II, EU AI Act, Basilea III and MGA.
Our research does not follow a fixed roadmap. We follow the problem wherever it leads, and we are honest when we do not have the answer yet.
We notice problems in industries where things have been done the same way for too long. That observation becomes a question worth investigating.
We explore using stochastic analysis, physics-based models, and probabilistic methods. Not every experiment works, and that is part of the process.
When an approach shows promise, we develop it into a solution and test it against real-world data to see if it holds up.
Solutions that prove their value reach the organisations that can put them to use.
Where innovation meets execution and we share everything we learn along the way.
Same model. Four crises. Four decades. Zero recalibration. This is the story of how the Market Stress Index came to be, and what it revealed.
The EU AI Act is changing the rules. In regulated industries, being able to explain how your model works isn't optional anymore. Here's why that matters.
The models we use to manage risk were designed for calm markets. That's precisely why they collapse during crises, when we need them the most.
Everything we build starts as research of our own. Explore the solutions we're working on, and if something resonates, let's start a conversation.
