"Authentrics tech enables us to understand the workings of our AI models and LLMs leading to delivering solutions that we and our customers trust. The tech has also become an integral part of advanced AI/ML Ops."— Abhi Rampal, SolidState.ai
Finally: diff, trace, and patch for neural networks
Correct & Optimize Model Quality
in minutes, not days
No brittle hacks or endless retraining loops; avoid (and fix) catastrophic forgetting.A weight-level control layer to deterministically optimize and safely intervene in model behavior.
90%
Bypass compute-heavy retraining: Cut alignment and editing costs by up to 90%.
Instant
Bypass traditional backpropagation to deploy model updates across the lifecycle instantly.
Secure
Root control, not hacks:
detect earlier and fix root causes traditional tools can't find or touch.
detect earlier and fix root causes traditional tools can't find or touch.
100%
Audit-ready model explainability and regression-tested patches before deployment.
Great Tools Mean Nothing if They're Heavy, Slow, or Risky.
Authentrics turns existing checkpoints, the most undervalued asset in AI, into breakthrough solutions delivered with breakthrough efficiency and security.
Arms-Length from Data
Operates at arms-length from sensitive data, using only model checkpoints.
Drop-In Deployment
Installs as software in your environment — on-prem or in your cloud — fitting seamlessly into existing MLOps pipelines.
Works Across Models
Compatible with any open model wherever checkpoints are available, through standard APIs and calls teams already know.
Efficient and Immediate value — wherever you are in the lifecycle.
Ready for precise control, explainability, and ROI?
Discover how MLOps teams gain direct AI control while executives gain ROI and AI resilience.
min(compute), max(control)