ML prediction model, pipeline & demonstrations
- ML prediction model ready: developed and tested
- A data-pipeline framework covering sourcing and cleaning
- Broker demonstration materials: alerts, a morning report and a dashboard

Prediction markets quantify uncertainty about policy decisions, macroeconomic releases, geopolitical developments and supply disruptions. Financial institutions need data and models that connect those probabilities to risks and tradable assets.
CalibraSignal is developing RiskGraphAI to provide that connection through derived probability-change signals, AI event–risk–asset mapping and quantitative machine-learning research.
Our approach combines institutional cross-asset market knowledge, quantitative research and production engineering. The initial focus is funds, asset managers, institutional brokers and trading platforms.
Explore the three product linesLonger term, the same probability-driven approach could support enterprise risk teams in insurance, logistics, energy, supply chains and treasury.
Request a free trial of our derived data and signals, arrange a demo, and discuss asset coverage or quantitative evaluation with us.
Free trial & discuss