brown hammer on focus photography

Strength in numbers

Criminal networks coordinate across borders and rails. Quantimon helps compliance teams learn as a network through real-time federated intelligence—without pooling sensitive data or building a bigger team. Faster iteration, broader signal, shared coverage.

Federated Intelligence:
The New Standard in Risk Detection

Fraud and compliance threats move faster than any one institution can adapt alone. When insight stays locked inside individual organizations, teams are forced into manual rules and rear-view monitoring—which leaves gaps, especially for smaller or resource-constrained programs.

We offer a collective solution: a federated intelligence layer that adapts to emerging risks across a network of participants. This system, a “security blanket,” empowers every customer to benefit from patterns observed elsewhere, without sharing sensitive data.

a city window reflecting movement protected behind a hexagonal grid
a city window reflecting movement protected behind a hexagonal grid

We inject patterns from public alerts, typologies, news, and analyst observations to anticipate tomorrow’s risks.

Minimal Schema, Broad Reach

By standardizing around a core set of features, we eliminate the need for custom data work, allowing even small institutions to participate and benefit.

We train models across institutions to identify new behaviors like fraud, structuring, and layering, even before an individual institution sees them.

Federated Learning Backbone
Synthetic Trend Simulation

AI-Powered Solutions

Transforming financial crime detection through privacy-preserving federated learning for banks and fintechs.

A stylized silhouette of a human head made up of circuit-like patterns on the left. Beside it, abstract geometric shapes resembling interconnected circuit components, suggesting technology and artificial intelligence themes.
A stylized silhouette of a human head made up of circuit-like patterns on the left. Beside it, abstract geometric shapes resembling interconnected circuit components, suggesting technology and artificial intelligence themes.
a blue background with lines and dots
a blue background with lines and dots
Collaborative Approach

Enhancing detection capabilities by empowering institutions to work together without compromising sensitive information.

Driving Results

Our innovative, self-improving models detect more financial crime and have lower false positive rates, at a fraction of the cost of legacy solutions.