We're building the infrastructure layer for trustworthy AI deployment at scale.
We leverage automated systems to drive bespoke tooling for MLOps, evaluations and benchmarks, ATO/RMF evidence, and data processing and security.
Put simply, we take over at the idea or MVP stage and scale to mission-critical application.
We are an applied AI group based in San Francisco. We are a team of experienced machine learning researchers, system design engineers, and designers.
Our overarching goal is twofold: (1) to collapse idea to production into minutes and (2) to ensure you can trust this new class of software.
We currently sell two product tracks: Platforms, which are core tools and services to power MLOps, evaluate models, and provide trusted baseline evidence, and Offerings, which are custom tooling to integrate with your current platform or TO to maintain confidence and security at scale.
For demos or quotes, contact us.
Enterprise-grade evaluation infrastructure with automated metrics, baseline comparisons, and cryptographically signed artifacts. Seamlessly integrates with your CI/CD pipeline to generate reproducible model cards and maintain a tamper-proof artifact repository.
Intelligent compliance automation that transforms your development workflows into audit-ready documentation. Automatically generates SSP/SAR/POA&M updates and powers real-time compliance dashboards for continuous authorization.
Self-contained, air-gapped solution combining evaluation harness, secure artifact storage, and comprehensive analytics dashboards. Purpose-built for classified and high-security environments.
Rapid deployment service delivering production-ready test infrastructure, benchmark results, and proposal artifacts in 10-14 days. Designed specifically for prime contractors and capture teams facing tight deadlines.
Advanced adversarial testing platform designed to stress-test AI systems against prompt injection attacks, content moderation bypasses, and sophisticated jailbreak scenarios.
Comprehensive dataset analysis engine that identifies PII exposure, data leakage, duplication issues, and bias/toxicity patterns. Delivers actionable remediation plans with full audit trails.
Managed benchmark infrastructure providing curated, versioned evaluation suites that ensure consistent, comparable performance metrics across all your model releases.
Centralized governance platform that maps your entire AI ecosystem, linking systems to datasets, models, evaluations, and compliance controls for complete organizational visibility.
We are currently hiring for:
If you are interested in working at the junction of AI and human-centric design to create the future of work, we want you.