AI introduces new vectors of risk, from data poisoning to model inversion attacks. Softsols specializes in Risk Management for AI Systems, identifying and mitigating threats unique to machine learning. We integrate AI risk into your Enterprise Risk Management (ERM) framework, ensuring holistic protection.

AI Security (Adversarial ML)

Models can be tricked. We simulate adversarial attacks to test the robustness of your AI. We implement defenses against input perturbations that could cause your vision system to misclassify an object or your fraud detection to miss a transaction. We secure the integrity of your training data platform to prevent malicious tampering.

Lifecycle Risk Management

Models degrade over time. We implement monitoring for ‘model drift,’ where changing real-world data leads to reduced accuracy. We establish protocols for retiring and replacing models safely. We also manage the dependency risks associated with using third-party APIs and open-source libraries in your AI stack.

About Softsols

Softsols anticipates the pitfalls. Our Risk Management for AI Systems keeps your intelligent systems safe and reliable. Manage risk with Softsols.

Secure your intelligence. Manage AI risks with Softsols.