Artificial Intelligence (AI) - Development
This section is dedicated to integrating and developing artificial intelligence features in the Avanteam Process Suite platform. Discover how to enrich your applications with automatic document classification capabilities and intelligent conversational assistance.
Overview
APS integrates two main AI modules that enable automating document processing and improving user experience through intelligent assistants.
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🤖 Available AI Modules
AIClass - Automatic Classification
Intelligent document classification module using machine learning to automate record sorting and routing.
Available articles:
- Processing pipeline and orchestration - Architecture of AI processing workflow
- Record classification algorithms - Machine learning models used
- Integration APIs with workflows - Integration into business processes
- Machine learning and fine-tuning - Model optimization and training
- Distributed multi-agent architecture - Distributed processing infrastructure
- Metadata extraction models - Intelligent information extraction
Ask Me - Conversational Assistant
Intelligent assistant based on language models (LLM) to answer user questions and guide them in using the application.
Available articles:
- Natural language processing APIs - NLP interfaces for text analysis
- LLM architecture and model integration - Large language model integration
- Business context and knowledge bases - Customization with your business data
- Conversational agent development - Creating custom chatbots
- AI data security and confidentiality - Protecting sensitive information
💡 Use Cases
Automatic Classification (AIClass)
- Automatic sorting of supplier invoices by category
- Intelligent routing of customer complaints to the right departments
- Automatic document type detection (contracts, quotes, purchase orders)
- Key metadata extraction (amounts, dates, references)
Conversational Assistant (Ask Me)
- 24/7 user support to answer application questions
- Interactive guide for complex form entry
- Intelligent search in document database
- Contextual suggestions based on user history
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🚀 Getting Started
- Assess your needs - Identify processes that would benefit from AI
- Choose the right module - AIClass for classification, Ask Me for assistance
- Prepare your data - Build a training dataset
- Configure and train - Follow specific configuration guides
- Integrate into your workflows - Connect AI modules to your existing processes
See also:
- Process Studio - To integrate AI into your forms and workflows
- Integrations and extensions - To connect external AI services