AI Agents: what they are and how to use them in business
AI Agents are intelligent systems that perform complex tasks, access knowledge bases, integrate existing systems, and make context-based decisions. Here's how they work in practice.
Definition
An AI Agent is an intelligent system that can perform complex tasks autonomously. Unlike a simple chatbot that responds to predefined questions, an AI agent can:
- Access private and updated knowledge bases
- Integrate existing systems (CRM, email, database)
- Perform concrete actions (create tickets, send emails, update records)
- Make decisions based on rules and context
- Make intelligent handoff to human operators when necessary
Difference between chatbot and AI agents
Simple chatbot
Responds to predefined questions. Does not access external systems. Cannot perform actions. Limited to basic conversations.
AI Agent
Accesses private knowledge bases, integrates CRM/email/database, performs concrete actions, makes decisions, makes intelligent handoff. Can work autonomously on complex workflows.
Human handoff
Handoff to human operator happens automatically when:
- The confidence level of the response is low
- The request is too complex for the agent
- The customer explicitly asks to speak with a person
- Predetermined thresholds are reached (e.g., high order value)
The agent transfers the complete context to the operator: conversation, collected data, identified intents. The operator can continue without losing information.
Tone control
Tone control allows you to configure the style and tone of communication of the AI agent. You can define:
- Formality: formal, informal, professional
- Personality: friendly, technical, empathetic
- Brand-specific terminology
- Guidelines on how to respond to certain situations
- Examples of correct and incorrect responses
The agent maintains consistency with the brand in every interaction, even when managing hundreds of simultaneous conversations.
Privacy + private knowledge
Private knowledge is a customized knowledge base with company-specific information:
- Product and service documentation
- Internal FAQs and business processes
- Policies and guidelines
- Historical data and previous cases
The AI agent accesses only this information, ensuring privacy and accuracy. Data remains the property of the client, is processed according to GDPR, and is not shared or used for training generic models.
Examples AgenVIO
LLM Helpdesk
AI agent for customer support with private knowledge, tone control, and fallback to operator. Reduces repetitive tickets by 60-70%, improves response times.
AI Sales Assistant
AI agent that qualifies leads, answers product Q&A, generates recaps, and sends everything to CRM. 10x faster response speed, no missed opportunities.
Frequently asked questions
Useful resources
Learn more about Agents and use cases, or check out the FAQ.
Discover How it works AgenVIO.
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