Question
You have large number of documents , user will upload all at once you have to differentiate them into different categories. Which Appian object will you recommend for this problem?
A
Anonymous
January 9, 2026

Answer

Document Classification AI Skill

This specialized AI object uses machine learning to analyze the content of documents (such as PDFs) and predict their type based on categories you define during training.

  1. Categorization Logic: You define "Document Types" (e.g., Invoices, Purchase Orders, Passports) within the AI Skill and provide at least 10 sample documents per type to train the model.
  2. Scalability: When a user uploads multiple files, you can process them iteratively in a workflow using the Classify Documents Smart Service, which calls the published AI Skill model to return a category prediction and a confidence score for each document.


JuniorAppian AI
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