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.

AI / ML verification and robustness for tabular data and vision models

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

Neural networks and tree ensembles

Broad model type coverage

Ever expanding perturbation libraries

Deep validation and monitoring for AI agents

Automated test generation and execution for golden test sets and robustness checks

Combining robustness checks with red team security analysis

Framework agnostic and integrates with any agent

Organization wide dashboard to track agent health across many teams

Specification driven approach for strong repeatability

SaaS and Virtual Private Cloud delivery.

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 AI/ML models that are safe, equitable and resilient.

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AI agent validation, monitoring & repair

Meet our new Spec27.ai product Organisation wide dashboards Check deep robustness and security Create broad coverage with autogenerated test sets

Vision and tabular data model verification and robustness

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Go Beyond ML testing