Robust Intelligence

Robust Intelligence enables organizations to achieve the full potential of AI by ensuring ML integrity. Robust Intelligence builds products that integrate seamlessly into the AI development life cycle to ensure robustness and reliability. AI Integrity Platform Solutions Customers Company Sign In EN AI Integrity, Delivered The end-to-end solution for AI risk prevention. Request a Demo Introducing the AI Risk Database Read more Honored to be named the Most Innovative Data Science Company Read more Introducing the AI Risk Database Read more Honored to be named the Most Innovative Data Science Company Read more Introducing the AI Risk Database Read more Honored to be named the Most Innovative Data Science Company Read more Trusted by enterprises worldwide The Problem AI adoption introduces risk AI is transformational, but exposes organizations to new security, compliance, and operational risks. These unmanaged risks necessitate a new paradigm to protect AI systems and meet regulatory requirements. This effort is a chief concern for security, data science, and compliance teams and executives. The Solution Continuous Validation for AI Integrity Robust Intelligence delivers end-to-end AI Integrity to protect organizations from AI risk. Through a process of continuous validation, our platform automates the testing of models and data throughout their lifecycle, delivering comprehensive AI risk prevention and simplifying compliance reporting. Validate Pre-Deployment Ensure proprietary and third-party models meet AI risk standards with automated testing and compliance. Read More Validate Post-Deployment Evaluate production models by detecting novel security risks and identifying anomalies with automated testing and alerting. Read More Validate in Real Time         Protect production models against undesirable outputs by wrapping them with AI Firewall to inspect inputs and outputs in real time. Read More Proof Points 30% increase in data science team productivity through automated testing and monitoring of AI models 100% more models deployed into production per year 80% decrease in the mean time to resolution of production machine learning issues 3X reduction in cost and time for model compliance verification Achieve AI Integrity Today Request Free Trial 555 19th Street San Francisco, CA 94107 Contact Us Product AI Integrity Platform Overview Pre-Deployment Post-Deployment AI Firewall Solutions Executives Data Science Leaders Data Scientists Risk Teams Tabular Data NLP Data Computer Vision Data Use Cases Security & Privacy Governance & Compliance Operational Resilience Company About Us Customers Careers Blog News and Press Resource Center © Robust Intelligence, Inc. All rights reserved. Sign In Terms & Conditions Privacy Policy Responsible AI プラットフォーム Robust Intelligenceの紹介 ブログ 参考資料 サインイン JP AI Integrity Platform Solutions Customers Company Sign In EN The Robust Intelligence platform Manage AI risk across the model lifecycle Request a Demo Continuous Validation Platform The Robust Intelligence platform automates testing of models and data across the AI lifecycle to protect against security, ethical, and operational risk. These categories can be mapped to Responsible AI principles, turning passive frameworks into active risk mitigation practices. Validate Pre-Deployment   Ensure proprietary and third-party models meet AI risk standards with automated testing and compliance. Read More Validate Post-Deployment Evaluate production models by detecting novel security risks and identifying anomalies with automated testing and alerting. Read More Validate in Real Time             Protect production models against undesirable outputs by wrapping them with AI Firewall to inspect inputs and outputs in real time. Read More Continuous Validation: Pre-Deployment Meet AI risk standards with automated testing and compliance Value Props Identify and remediate vulnerabilities early for all model types Enforce model standards across your organization Supplement our robust test suite with custom tests to meet your needs Simplify model governance and compliance with auto-generated reports Continuous Validation: Post-Deployment Evaluate production models over time Value Props Detect novel security risks and identify anomalies Reduce model downtime with alerts and root cause analysis Gain visibility into production model behavior and know when it's time to retrain your model Track custom business metrics over time Continuous Validation: AI Firewall Protect models against undesirable outputs in real time Value Props Inspect inputs and outputs of all model types Add custom logic to automatically flag, block, or impute erroneous data Boost performance in production Dramatically reduce firefighting after model deployment Continuous validation works across the model lifecycle to protect against AI risk Model and data validation is at the core of our platform. We apply this methodology continuously across the model lifecycle to protect organizations from AI risk. Automated testing throughout development and production ensures that models meet and maintain AI risk standards, while real-time validation with AI Firewall protects models against undesirable outputs. Together, this continuous validation process instills integrity in AI systems to protect against security, ethical, and operational risk. Meet AI risk standards with automated testing and compliance Evaluate production models over time Protect models against undesirable outputs in real time Robust Intelligence is Enterprise Ready Flexible Robust Intelligence is model architecture-agnostic and includes built-in support for tabular, NLP, and computer vision models, and treats your model as a blackbox so that you can use any model architecture. Customizable Configure the parameters of all default stress tests, and add custom tests and metrics that are important to your business. Easy to use Use powerful REST APIs and the Python SDK to programmatically access Robust Intelligence, allowing you to integrate into existing platforms and automate AI workflows. Use our intuitive UI to visualize and share results. Scalable Robust Intelligence seamlessly scales to process production workloads on the order of billions of data points and hundreds of models. Seamless integration with your AI workflow The Robust Intelligence platform offers native integrations into your AI development pipeline. Simply connect your data and model to initiate continuous validation. Example Workflow: Stream data and extract features from your cloud data storage Train your AI model Automatically validate your model and log the test results to your experiment tracking framework Wrap AI Firewall around your model with one line of code and deploy to production Detect novel security risks and identify anomalies to mitigate future AI risk Any data Any model Any platform Databricks technology partner for continuous validation Learn more '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.' Dan Friedman VP of Data Science '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.' Alex Zhong Senior Manager, Machine Learning & AI Research '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.' Eiji Yoshida Head of IOWN Innovation Office “Robust Intelligence serves as a guidepost for us to instill machine learning integrity.' Ram Bala Sr. Principal Data Scientist “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.' Masashi Namatame Chief Digital Officer '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.' Yoshiyuki Nakamura Assistant General Manager, Corporate Transformation '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.' Hitoshi Imaoka Senior Director Maintain AI Integrity by eliminating AI failures Request Free Trial 555 19th Street San Francisco, CA 94107 Contact Us Product AI Integrity Platform Overview Pre-Deployment Post-Deployment AI Firewall Solutions Executives Data Science Leaders Data Scientists Risk Teams Tabular Data NLP Data Computer Vision Data Use Cases Security & Privacy Governance & Compliance Operational Resilience Company About Us Customers Careers Blog News and Press Resource Center © Robust Intelligence, Inc. All rights reserved. Sign In Terms & Conditions Privacy Policy