# Agentic AI

> Agentic AI is an approach in which AI systems do more than generate answers: they set sub-goals, plan, use tools and carry out multi-step work with limited human intervention. The term describes not a single agent but the whole system: agents, tools, permissions and human approval points designed together around a business process.

URL: https://corrplus.net/glossary/agentic-ai/
Updated: 2026-10-22
Corrplus Team

**Definition:** Agentic AI is an approach in which AI systems do more than generate answers: they set sub-goals, plan, use tools and carry out multi-step work with limited human intervention.

## How does agentic AI work?

A piece of work is split across several [AI agents](/glossary/ai-agent/). One agent classifies an incoming request, a second finds the relevant documents, a third acts in a business system. Each agent has a defined set of tools and data it may access, and tool connections increasingly use standards such as [MCP](/glossary/model-context-protocol/). At critical decisions the flow pauses for human approval. Every step is logged, so you can later see why an outcome was reached.

## When is it a good fit?

For processes whose input varies every time, that touch several systems, and that today rely on an employee's judgement: supplier correspondence, complaint resolution, preparing sales quotes. Where the steps are known in advance, classic [RPA](/glossary/rpa/) or workflow automation is cheaper and more predictable. Starting with a small, measurable process and widening scope step by step keeps risk manageable.

## Governance and regulation

Because agents access personal data and take actions, permission boundaries, logging and human approval points should be documented for GDPR, for KVKK in Türkiye, and for internal audit. Organisations whose systems are placed on the EU market or used there should also assess their obligations under the [EU AI Act](/glossary/eu-ai-act/). Together, these rules form your [AI governance](/glossary/ai-governance/).

## Frequently asked questions

### Are agentic AI and an AI agent the same thing?

Close, but not the same. An AI agent is a single software component. Agentic AI describes the broader approach in which agents are embedded in business processes, hand work to one another and operate under managed permissions.

### Will agentic AI replace RPA?

Not entirely. RPA stays predictable for rule-based, fixed-step work. Agentic systems take on the steps that require decisions on ambiguous input. In practice the two often run in the same process.