Document Understanding
2022.4
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AI Center Relation to Document Understanding - Standalone 2022.4
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Document Understanding
Last updated Dec 19, 2023

AI Center Relation to Document Understanding

AI Center is the infrastructure on top of which UiPath Document Understanding machine learning models run. These models can be deployed or instantiated for retraining with a few clicks.

See below for a summary of the Document Understanding plus AI Center deployment options.

Note:

In this context, On Prem means the software is deployed in the customer’s environment, which can include Cloud deployments like Azure and Amazon Web Services.

Cloud refers to the UiPath-hosted Automation Cloud.

Deployment Type

Orchestrator

AI Center

Document Understanding ML Packages

Licensing

Notes

SaaS

Any

Not used

Cloud

(SaaS)

Cloud

  • Uses read-only SaaS endpoints (e.g., du.uipath.com/ie/invoices)
  • ML Packages not retrainable
  • Community vs. Enterprise determined by API key
  • Enterprise version may store data temporarily for service quality assurance and monitoring
  • Community version retains data for UiPath use

Cloud

Cloud

Cloud

Cloud

(in AI Center)

Cloud

  • Full Cloud deployment
  • Zero customer infrastructure footprint for AI Center/Document Understanding
  • Document Understanding ML Packages deployed via AI Center ML Skills may store data temporarily for service quality assurance and monitoring

Hybrid

On Prem

Cloud

Cloud

(in AI Center)

Cloud

  • Uses public ML Skill capability from AI Center
  • On Prem orchestrated Robots call public ML Skills hosted inside AI Center Cloud via direct URL, with Document Understanding API key from the Cloud platform
  • Reverse hybrid approach also possible (Cloud Orchestrator, On Prem AI Center): same approach of exposing ML Packages from On Prem AI Center using public ML Skills capability

On Prem - Connected

On Prem

On Prem

On Prem

(in AI Center)

Cloud

  • Default licensing model when picking On Prem
  • Cloud platform for licensing and metering checks only: no business data sent outside customer’s information security boundary
  • Enables subsequent SKU swaps because of visibility on metering usage

On Prem - Airgapped

On Prem

On Prem

On Prem

(in AI Center)

On Prem

(in Orchestrator)

  • Not the default licensing model for On Prem Document Understanding unless specifically requested: installation more complex than On Prem - Connected install
  • Licensing file created by DealHub with On Prem Orchestrator used for licensing
  • No post-deal close swaps as we have no visibility into actual usage

For further details about the deployment architecture, please contact your account team to share detailed documentation under NDA.

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