Deliver value across your organization
Robust Intelligence is for all members of a Data Science Organization, from data scientists themselves to technical leaders and compliance teams.
Machine learning integrity across your entire organization.
Achieving machine learning integrity within an organization is not just the responsibility of a single person or team. Robust Intelligence is designed to be used by many people across teams to awaken the true force of AI within your organization.
Shared UIs and model robustness reports
For: Data Science Leaders
Get visibility into the performance and robustness of all models in your organization with shared UIs and well-synthesized model reports.
Codified, enforced standards
For: Data Science Orgs
Apply consistent and rigorous criteria throughout the ML lifecycle with a framework for codifying, sharing, and enforcing standards across your entire org.
REST API and Python SDK
For: Data Scientists
Easily integrate Robust Intelligence into your pipeline using our SDK and API.
Compliance reports
For: Compliance Teams
Get visibility into the performance and robustness of all production data science models in your organization.
For Data Science Leaders
Robust Intelligence enables technical leaders to develop intelligent applications with confidence and at greater velocity. From codifying standards for model production readiness to gaining visibility into all your models via shared UIs and autogenerated reports, you can avoid surprises in your ML initiatives.
For Data Scientists
With tests covering model robustness, subset performance analysis, data drift, outliers and more, Robust Intelligence is useful at all stages of the ML lifecycle. Instead of spending your time reacting to issues in production, we proactively detect and remediate weaknesses in your models. Use the SDK or REST APIs to invoke Robust Intelligence in your own ML development framework.
For Compliance Teams
Asserting that models meet regulatory compliance before releasing them to the world is an essential but time-consuming effort — now made easier with Robust Intelligence. Select from our database of compliance-focused tests, and synthesize the results into a report that you can easily include in your audit trail.
"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."
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