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BoB ML
Sold by MobiusML lifecycle orchestration and promotion execution and orchestration RAM that operationalizes intent into executable flows by orchestrating training, evaluation, registry, and deployment promotion pipelines with reproducibility guarantees.
Highlights
AI-Generated by Acme AIOperationalizes intent into executable flows by orchestrating training, evaluation, registry, and deployment promotion pipelines.
Ensures reproducibility guarantees in ML pipeline execution through consistent environments and provenance.
Facilitates hyperparameter search and experiment tracking for informed model selection and improvement.
Publishes trained models to model registries with metadata and risk annotations for secure downstream usage.
Details & Specs
Product Info
BoB.ML is an L-PLANE (Logical) RAM that operationalizes intent into executable flows by orchestrating training, evaluation, registry, and deployment promotion pipelines with reproducibility guarantees. It sits on the critical path between modeled abstractions and runtime execution, translating declarative specifications into governed, observable actions.It typically consumes training data/labels, experiment configs, model code/artifacts, and evaluation criteria and emits trained models, evaluation reports, model registry entries, and deployment-ready packages. It integrates with ML pipeline engines (e.g., Kubeflow-class), model registries, artifact stores, and deployment targets, and enforces model risk controls, reproducibility, bias/fairness checks, and approval gates so downstream systems remain deterministic, auditable, and safe.
Key Functionalities .
BoB.ML offers a range of key functionalities that streamline the ML lifecycle orchestration process, including training pipeline execution, hyperparameter search and experiment tracking, model publishing, and approval gate management.
Ensures consistency and reproducibility in ML training pipelines.
Provides insights into model performance and configuration optimization.
Publishes models to registries with metadata and risk assessments, and enforces approval gates for promotions.
BoB.ML enables the execution of ML training pipelines in a controlled environment, ensuring consistency and reproducibility. It maintains a record of all activities, allowing for transparency and auditability.
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The agent facilitates the process of hyperparameter tuning and experiment management, providing insights into the performance of various models and configurations.
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BoB.ML publishes trained models to model registries, accompanied by relevant metadata and risk assessments. This ensures that downstream systems can access and utilize models in a secure manner.
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The agent enforces approval gates for model promotions, ensuring that they meet predetermined evaluation criteria and comply with organizational governance policies.
Pricing plan
Every plan includes 30 day free trial. Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
Starter
TRIALStarter plan for BoB.ML
Key features
- ✓ PaaS Fee: $ 49.23
- ✓ SaaS Fee: $ 54.33
- ✓ API Limit: 7000 calls
- ✓ Data Volume: 60 GIGABYTE
- ✓ Billing Cycle: 1 months
- ✓ Royalty Eligible
Professional
SILVERProfessional plan for BoB.ML
Key features
- ✓ PaaS Fee: $ 61.43
- ✓ SaaS Fee: $ 65.87
- ✓ API Limit: 25000 calls
- ✓ Data Volume: 280 GIGABYTE
- ✓ Billing Cycle: 1 months
- ✓ Royalty Eligible
Business
GOLDBusiness plan for BoB.ML
Key features
- ✓ PaaS Fee: $ 95.91
- ✓ SaaS Fee: $ 86.09
- ✓ API Limit: 134000 calls
- ✓ Data Volume: 840 GIGABYTE
- ✓ Billing Cycle: 1 months
- ✓ Royalty Eligible
Enterprise
PLATINUMEnterprise plan for BoB.ML
Key features
- ✓ PaaS Fee: $ 107.06
- ✓ SaaS Fee: $ 178.12
- ✓ API Limit: 392000 calls
- ✓ Data Volume: 5660 GIGABYTE
- ✓ Billing Cycle: 1 months
- ✓ Royalty Eligible
Legal
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled at any time. Additional infrastructure cost may apply.
Vendor terms & condition
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA)
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Vendor Refund policy
We do not support refunds once the subscription begins unless otherwise required by applicable law.
Support
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time. Additional infrastructure cost may apply.
Vendor support
For any questions or queries regarding the usage of Falcon please refer to our tailored documentation with detailed examples to help you get started. If you still feel stuck please contact us at support@duality.ai with Falcon Your Subject in the email title. Our support team aims to respond within one business day. Expect a reply to the email address you used to send the query. If you are keen on a support call or on-demand training please use the support email ID.
Mobius support
Mobius Support is a fast-response support channel. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Marketplace.
Reviews
Vendor Details
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Mobius is the world's first fully composable intelligence ecosystem - enabling agents to learn, simulate, mutate, and evolve across enterprises and industries. With support for symbolic AI, token economics, and zero-friction governance, Mobius transforms how digital capabilities are built, managed, & monetized.
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