Go Beyond
ML testing
Formally verify for state of the art safety and performance outcomes. Achieve unmatched robustness and resilience.
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Execute locally & in the cloud
Our product solutions are a combination of software platform, tooling and custom services. We provide deep validation via formal verification, testing and robust learning for models that remain reliable, resilient and high value over time.
State of the art algorithms, methods and libraries
Optimize runtimes using advanced research verification solvers with advanced heuristics and processing
Powerful proprietary algorithms extend the limits of what’s possible
Model fine-tuning that adjusts behavior to remove fragilities
Layers and activation functions including ReLU and sigmoid
Neural networks and tree ensembles
Broad model type coverage
Ever expanding perturbation libraries
Platform for scale
Secure private or single tenant cloud deployments
Seamless MLOps pipeline integration via APIs
Easy access to all verification and robustification processes
Manage experiments and visualize results
Scaling layer taps into compute for verify and robustify runs
Integrated performance tests
Work with us
Get access to tools, platform and team support for transformative model analysis and robust learning. Get started with proof of concept work using public data and models relevant to your industry. Produce state of the art ML models that are safe, equitable and resilient.
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Related news & resources
AI Quality and Safety at the AI Engineer Summit
Mar 01, 2025