A360 Document Classifier with Confidence Reasoning
Classifies uploaded documents and returns type, confidence score, and explanation for transparent, AI-powered automation.
Top Benefits
- Automated Document Classification
- Confidence Score with Explanation
- Reduces Manual Effort
- Accelerates Processing Time
- Enhances Accuracy
Tasks
- Read and analyze uploaded PDF documents line-by-line using AI.
- Identify and classify document types: Invoice, Purchase Order, Standard Form, Recipe, Bank Statement, or Unstructured.
- Generate a confidence score indicating classification certainty.
- Provide a natural-language explanation for classification decisions.
- Display results in a structured form interface with document preview and metadata.
Manual document classification is a repetitive and error-prone task, especially when dealing with varied formats like invoices, purchase orders, standard forms, recipes, or unstructured content. Without automation, teams spend hours sorting files and struggle to explain why a document was categorized a certain way. This leads to inconsistent results, low confidence in automation, and delays in downstream processing.
This A360 bot solves that problem by intelligently classifying uploaded documents using AI. The process begins when a user uploads a single document via a form interface. The bot reads the document line-by-line, analyzes its content, and returns three key outputs: the document type (e.g., Invoice, PO), a confidence score (e.g., 92%), and a natural-language explanation describing why the document was classified that way. These outputs make automation decisions transparent and auditable.
The bot is ideal for document-heavy workflows in finance, procurement, HR, and operations. It reduces manual effort, improves classification accuracy, and builds trust in automation by providing explainable results. Compared to traditional rule-based bots, this agentic approach is easier to implement, scalable, and more resilient to format variations. It’s a smart solution for enterprises looking to streamline document intake and triage.
Inputs: Single document upload via form (PDF format). Actions: AI-based classification using line-by-line content analysis. Outputs: Document type, confidence score, and explanation. Keywords: Document Classification, Confidence Score, Explanation
Success
The download of A360 Document Classifier with Confidence Reasoning will begin shortly.
In your Control Room, use the ‘Import’ button to load the downloaded file into your Automations.
Free
- Applications
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- Business Process
- Finance & AccountingOperationsRPA Development
- Category
- Artificial IntelligenceBanking and Financial ServicesCognitive Automation
- Downloads
- 19
- Vendor
-
- Automation Type
- Bot
- Last Updated
- November 17, 2025
- First Published
- October 15, 2025
- Platform
- Automation 360
- ReadMe
- ReadMe
- Support
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- Community Support Only
- Pathfinder Community Developer Forum
- Bot Store FAQs
- Bot Security Program
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Level 1
Bot Security
Level 1
- All bots on Bot Store have passed a malware scan.
Bot Security Program
Automation Anywhere Bot Security is the RPA industry’s first of its kind bot security framework. In partnership with cyber security experts, Bot Security encompasses four (4) progressive levels of security designation. All bots including those built in-house or procured from Bot Store, can now be deployed reliably with secure bot development practices in alignment with prevailing Confidentiality, Integrity, and Availability (CIA) cybersecurity principles and best practices. View full Bot Security details.
See the Bot in Action
Setup Process
Install
Download the Bot and follow the instructions to install it in your AAE Control Room.
Configure
Open the Bot to configure your username and other settings the Bot will need (see the Installation Guide or ReadMe for details.)
Run
That's it - now the Bot is ready to get going!
Requirements and Inputs
- AI Skill must be deployed and connected via Model Connection in AI Agent Studio.
- Input document must be in PDF format.
- Input is uploaded through a form interface using drag-and-drop or browse.
- No external databases or APIs are required.
- Bot relies on built-in AI model for classification and reasoning.
- Filename and document metadata are captured automatically during upload.
Customer Reviews
