Solve hard problems to achieve AI Integrity
Robust Intelligence helps various teams satisfy their most pressing use cases across the AI lifecycle.
Enable teams to address a variety of use cases.
AI Integrity is achieved by ensuring that your models are continuously validated across their lifecycle to protect against security, ethical, and operational risk. Robust Intelligence provides security, data science, and compliance teams with a comprehensive solution to meet their distinct needs.
Security & Privacy
Effective AI security starts in development and remains active throughout production. Commercial and open source models present a supply chain risk, but any model may contain vulnerabilities or be fooled into making incorrect predictions. Harden your models against such vulnerabilities by using our suite of black-box adversarial attack tests to continuously scan your models, inform your training algorithms, and detect novel attacks.
Governance & Compliance
Asserting model compliance is a tall order for risk teams given the rapidly evolving regulatory landscape and reliance on data scientists to explain and interpret technical results. Robust Intelligence simplifies AI governance by translating statistical test results into clearly defined outputs that map to the latest regulations and frameworks.
Operational Resilience
AI models are used in critical decisions, so it’s essential that they consistently perform as expected. There are a number of risks that can occur across the MLOps pipeline. Robust Intelligence rigorously tests models and data across the AI lifecycle across a variety of aspects including model performance, drift, broken data pipelines, and corrupted data.
"Robust Intelligence helps our data science teams standardize our pre and post-production ML testing practices, reducing time-to-production and the inherent risk associated with ML deployments. Expedia runs hundreds of models in production, developed by multiple teams, which serve hundreds of millions of predictions a day. Robust Intelligence enables our data science teams to continue building cutting edge AI models while minimizing failures."
"As the FDA continues to emphasize removing bias in ML models, the Robust Intelligence Platform is well-positioned to ensure that models in production are robust in a standardized, automated fashion while also being flexible enough to comply with rapidly evolving regulatory guidelines."
"Using the Robust Intelligence Platform, we were assisted in the quality control process (which previously was carried out manually) and proceeded with development more efficiently, robustly, and uniformly. The technical skills of the Robust Intelligence engineers are extraordinary."
“Robust Intelligence serves as a guidepost for us to instill machine learning integrity.”
“Tokio Marine Group utilizes AI across various business areas, from claims services, product recommendations to customer support. Despite the immense benefits of AI, the more we apply AI into our business, the severer the consequences of AI risks are. Robust Intelligence provides unique and unparalleled offerings to identify and address AI vulnerabilities that are otherwise very hard to recognize. We are committed to working with them and further accelerating our business collaboration.”
"Seven Bank leverages AI at the core of our ATM services and financial services, addressing societal needs and challenges from our customers’ perspective. Robust intelligence ensures the quality of such models, which are critical to AI utilization. By constantly guaranteeing the state of AI against changes in customer behavior, service needs, and other potential changes, RI enables us to take a big leap forward in applying AI to bring our services even closer to our customers."
"As companies operationalize AI at an accelerated rate, the consequences of model failure are amplified. Companies must put in measures throughout the model lifecycle to eliminate negative social and economic impact. Robust Intelligence, which instills integrity in ML models, brings additional strength to NEC’s extensive experience and knowledge in using AI. The companies will work together to build and operate AI systems in a safe, reliable, and fair manner for NEC's customers across industries."
