Our company is approached by a client. Client prefers on premises document understanding setup. I referred many sources but mostly there are cloud based solutions or to use an automation suite. What are the minimum requirement for a on premise document understanding, the licenses required, the components etc. Also what will be the approximate cost for the same
To implement an on-premises Document Understanding solution using UiPath, here are the minimum requirements, licenses, components, and approximate cost in USD:
Core Components:
- UiPath Orchestrator
Role: Centralized management of robots and processes
Deployment: Installed on a Windows IIS server
Minimum requirements:
- CPU: 4-core, 2 GHz or higher
- RAM: 4 GB or higher
- Storage: 150 GB or more of free disk space
- AI Center
Role: Hosts and manages ML models for document processing
Deployment: Installed as part of UiPath Automation Suite or standalone
Minimum requirements:
- CPU: 4-core, 2 GHz or higher
- RAM: 16 GB or higher
- Storage: 300 GB or more of free disk space
- Document Understanding Framework
Role: Provides tools for classification, extraction, and validation
Deployment: Integrated within AI Center
Minimum requirements:
- CPU: 2-core
- RAM: 8 GB for each extractor and classifier VM
- GPU: Recommended for high OCR volume, 11 GB VRAM for training models
- SQL Server
Role: Stores Orchestrator and AI Center data
Requirement: FullTextSearch feature must be enabled
Licensing Requirements:
-
UiPath Enterprise License
Includes: Studio, Orchestrator, Robots
Approximate cost: 4200 USD per developer license annually -
Document Understanding License
Based on number of pages processed
Approximate cost: 0.18 to 0.24 USD per page (varies by extractor type) -
AI Units
Required for OCR, classification, extraction
Typical usage: 1 AI unit per page for OCR and classification
Approximate cost: 0.012 to 0.025 USD per AI unit -
Action Center License
Required for human validation workflows
Approximate cost: 6600 USD for 5 users annually
Hardware Requirements Summary:
- Orchestrator Server: 4-core CPU, 4 GB RAM, 150 GB storage
- AI Center Server: 4-core CPU, 16 GB RAM, 300 GB storage
- Extractor/Classifiers: 2-core CPU, 8 GB RAM
- OCR VM: 4-core CPU, 16 GB RAM, GPU with 11 GB VRAM
Estimated Cost Summary (Annual):
- UiPath Enterprise License: 4200 USD
- Document Understanding License: 0.18 to 0.24 USD per page
- AI Units: 0.012 to 0.025 USD per page
- Action Center License: 6600 USD for 5 users
- Hardware and infrastructure: 12000 to 25000 USD (one-time or amortized)
- Implementation and training: 6000 to 12000 USD
Other Considerations:
- Requires a dedicated infrastructure team to install, manage, and maintain
- Needs training for developers and admins
- Ensure scalability for future document processing volume
- On-prem setup offers data privacy and compliance benefits but is cost-intensive
This setup is suitable for clients who prioritize data control, have high volume document processing, or work in regulated industries.
Thanks. I think this will be a solution
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