Modzy 

ModzyMachine Learning end-to-end plateform

Modzy is the ModelOps and MLOps software platform for businesses to deploy, manage, and get value from AI—at scale.

Features

* Easy integration: Fits within your existing tech stack, with flexibility for the future

* MLOps – Deploy & Scale Anywhere: Autoscale infrastructure of choice — on-premise, cloud, edge, or hybrid with deployment pipelines to common CI/CD systems.

* Train, Experiment and Test-Drive: Train using your favorite training frameworks and auto-pipeline into Modzy projects for experiments on the open ML platform. Test-drive models for accuracy, precision, and infrastructure performance.

* Manage All AI Assets:
Single Pane of Glass
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.

Transparency, not guesswork
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.

* Military Grade Security: 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.

* AI Explainability: 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.

* Explainability for Text and Images: Modzy can explain AI results for text and image based models. Learn how our novel approach to explainability saves you compute costs, is 5X faster than open source approaches, and is available for all users.

Official website

Tutorial and documentation

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