document-understanding
2022.10
false
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Document Understanding User Guide

Automation CloudAutomation Cloud Public SectorAutomation SuiteStandalone
Last updated Feb 28, 2025

AI Center Relation to Document Understanding

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

See .

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

Note:

In this context, on-premises 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 UnderstandingTM ML Packages

Licensing

Notes

SaaS

Any

Not used

Automation Cloud

(SaaS)

Automation Cloud
  • Uses read-only SaaS endpoints (for example, 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
Automation CloudAutomation CloudAutomation CloudAutomation Cloud

(in AI Center)

Automation 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
HybridStandaloneAutomation CloudAutomation Cloud

(in AI Center)

Automation Cloud
  • Uses public ML Skill capability from AI Center
  • On-premises standalone 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-premises AI Center): same approach of exposing ML Packages from On Prem AI Center using public ML Skills capability
On-premises - onlineStandaloneAutomation SuiteAutomation Suite

(in AI Center)

Automation Cloud
  • Default licensing model when picking on-premises
  • 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-premises - offlineStandaloneAutomation SuiteAutomation Suite

(in AI Center)

On-premises

(in Orchestrator)
  • Not the default licensing model for on-premises Document Understanding unless specifically requested: installation more complex than on-premises - online install
  • Licensing file created by DealHub with standalone 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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