MLOps platform to deploy, integrate, run, and monitor AI—anywhere. Unmatched platform features to manage the full lifecycle of trained AI models—Modzy is powering AI for the enterprise.
Modzy MLOps platform integrates with your favorite tools, machine learning training frameworks, data pipelines, CI/CD systems, and front-end applications. Fits within your existing tech stack, with flexibility for the future.
The only MLOps platform with the power to deploy anywhere. See the many deployment options in action with a Modzy demo.
Make your model production-ready with one of our no-code integrations, or if you already have a container, import it directly.
Autoscale infrastructure of choice — on-premise, cloud, edge, or hybrid with deployment pipelines to common CI/CD systems.
open model interface compliant
Train using your favorite training frameworks and auto-pipeline into Modzy projects for full ModelOps capability. Test-drive models for accuracy, precision, and infrastructure performance.
See all the models your organization created or licensed from leading AI companies. Workflows, approvals, auditing, performance tuning, and full governance to control costs and create value from AI.
Curate different versions of models, complete with training data linage, model architectures, CI/CD integration to existing workflows, and detailed performance metrics. Transparency of model performance, characteristics, and usage over time.
Deploy and manage thousands of device types with standard API to serve models on any x86 or ARM chipset device.
Proven security for the enterprise. Modzy addresses 354 accredited security controls from NIST 800-53, Rev. 5 that directly support FISMA Moderate and FedRAMP accreditation, and is DOD IL 6 Authorization ready.
Drift detectionSpecify your performance threshold limits to monitor and trigger automatic alerts when model performance deteriorates.
Re-trainingUsing transfer learning, certain types of models can re-train on updated data for better performance, for extensive time and cost savings.
5x Faster than LIME or SHAP. Generate explanations of outputs at the same time the model runs, generating faster, more precise results. Results you can trust while saving time and compute costs.
You can choose to have users, data scientists and business analyst submit feedback on model predictions. Add new labels, offer corrections to past predictions, and enhance the explainable results.
Human loop
Modzy adversarial defense ensures your models are robust against attacks, model probing, and poisoned data. Optional model watermarking validates provenance information for models running in production.
See how quickly you can deploy and run models, connect to pipelines, autoscale resources, and integrate into workflows with Modzy MLOps platform
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