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Merge pull request #6 from ml-cube/dev-company-subscriptions
company and subscriptions page
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md-docs/user_guide/company.md

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# Company and Subscriptions
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A Company is the fundamental organizational entity inside ML cube Platform.
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Users belong to a single Company and billing, licenses, and projects are all managed and created inside a Company.
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The Company has an Owner with maximum privileges including billing administration.
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The owner can create new User accounts inside the Company assigning specific [roles] at the company and project level.
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The information required that describe the Company are:
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- Company name
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- Address
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- VAT
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The Company is created by ML cube team during the onboarding, then, during first login the Owner needs to complete the remaining information.
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## Subscriptions
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A Subscription is the payment arrangement where a Company pays a periodical fee to access ML cube Platform services.
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A Subscription has a *start* and an *expiration* date and contains the *modules* and *quotas* the Company can handle.
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=== "Quotas"
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| Quota | Description |
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| ----------- | ------------------------------------ |
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| Users | Maximum number of Users per Company|
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| Tasks | Maximum number of Tasks per Company excluding those in demo projects|
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=== "Modules"
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| Modules | Description |
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| ----------- | ------------------------------------ |
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| Monitoring | Data drift monitoring and detection for several targets and metrics. Alerts are raised when drifts are detected allowing automated the response. |
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| Retraining | Generation of retraining datasets to update AI models according to identified data drifts. Dataset is based on data distributions and leverages all the past available data. |
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| Explainability | Explainability of detected drifts to better understand what happened and how to tackle it. |
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Moreover, there are two types of subcriptions depending on where ML cube Platform is used:
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<div class="grid cards" markdown>
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- :material-cloud:{ .lg .middle .green-icon} <span style="color:#98BE59"> **Cloud** </span>
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---
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Standard SaaS plan to use ML cube Platform hosted on ML cube cloud infrastructure.
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With Cloud subscription the users can use Web Application and SDK to interact with ML cube Platform and to use its services.
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Data can be stored on ML cube Private Cloud Storage.
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- :fontawesome-solid-computer:{ .lg .middle .green-icon} <span style="color:#98BE59"> **Edge** </span>
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---
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Edge subscriptions are used, as the name suggests, for edge devices that hosts ML cube Platform Edge.
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A common use case is an industrial machinery computer that runs AI algorithms.
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Edge subscriptions are validated via Product Key and are uniquely linked to a specific edge device.
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</div>
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[roles]: rbac.md

mkdocs.yml

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- index.md
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- User Guide:
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- user_guide/index.md
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- user_guide/company.md
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- Modules:
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- user_guide/modules/index.md

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