Silence Laboratories provides a privacy solution that enhances the security of your banking data and improves how your financial information is protected and shared. Our system creates a protected environment where your privacy choices are enforced through advanced security measures.

When you link your bank accounts through our platform, we create a secure system that automatically enforces your privacy choices. Unlike traditional systems that rely on simple permission settings we ensure that anyone trying to access your data has to follow your exact privacy preferences - it's not just a policy, it's built into the system itself.

The core of our technology leverages Multi-Party Computation (MPC) to enable third parties to compute authorized inferences without ever accessing the underlying raw financial data. Through our proprietary implementation of secure multiparty computation protocols, we create cryptographic circuits that precisely match your consent specifications. These circuits ensure that only the explicitly authorized computations can be performed on your data, making it mathematically impossible for third parties to exceed their authorized access scope.

Each inference request triggers a distributed computation protocol where the raw data remains encrypted and fragmented. Our TSS implementation ensures that signing keys for data access are never reconstructed in a single location, while our MPC protocol enforces that only pre-approved computational circuits can be executed.

This creates a cryptographically enforced privacy boundary where third parties receive only the specific insights you've authorized, with mathematical guarantees that neither the raw data nor unauthorized inferences can be extracted.