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Refinery
Turning silicon into production AI performance through continuous learning.
What is Refinery?
Turning silicon into production AI performance through continuous learning. Features kernel generation, database optimization, and physical AI policy optimization.
Product typeMLOps & Deployment
Pricing ·
Deployment
APINot available
What teams use Refinery for
Continual learning infrastructure
AI agent data management
Kernel generation and optimization
Physical AI policy optimization
Audio processing
Multimedia datasets
AgriTech
Biomedical and healthcare ML
Surveillance and security
Robotics and autonomous vehicles
Integrations and access
Platforms, integrations, and language support vary by plan and region. Confirm final requirements with the vendor.
Platforms
IntegrationsAPI and webhooks
Languages
Support
What reviewers say
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Enterprise readiness
Compliance claims are normalized from current vendor documentation and independently reviewed by SOTA2.
Data retention:
Benchmarks and comparisons
Independent benchmarksStructured task results are being verified.
Side-by-side comparisonsComparison workspaces will be available in a later release.