What is Agentic AI?

Ravadi Rajkumar — Sat, 04 Jul 2026 04:49:29 +0000

What is Agentic Ai?

Agentic AI is an AI system that can autonomously plan, make decisions, take actions, and work toward a goal with minimal human intervention.

Unlike a traditional AI chatbot that simply responds to prompts, an Agentic AI behaves more like a digital worker that can:

Understand a goal.
Break it into tasks.
Decide what to do next.
Use tools (APIs, databases, web searches, software).
Evaluate results.
Continue working until the goal is achieved.

Traditional AI vs Agentic AI

Traditional AI	Agentic AI
Answers questions	Completes tasks
One prompt → one response	Multi-step reasoning
Waits for instructions	Can decide next actions
Limited memory/context	Maintains state and goals
Doesn't interact much with systems	Can use tools and APIs

Example

Traditional AI

You ask:

"Find me suppliers in Canada."

AI gives you a list.

Agentic AI

You ask:

"Find suppliers in Canada, compare them, create an Excel sheet, and email me the best 10."

The agent can:

Search the web
Extract supplier data
Compare pricing
Generate Excel
Send email
Report completion

without needing step-by-step instructions.

Core Components of an Agentic AI

1. LLM (Brain)

Examples:

OpenAI GPT models
Anthropic Claude
Google Gemini

Handles reasoning and decision-making.

2. Memory

Stores:

Previous actions
User preferences
Task progress

3. Planning

Creates execution plans such as:

Goal: Sync suppliers from Focus X to ERPNext

1. Fetch suppliers from Focus
2. Validate data
3. Create supplier records
4. Sync contacts
5. Sync addresses
6. Log results

4. Tools

Can interact with:

APIs
Databases
ERP systems
Email
Web browsers

5. Reflection

Checks whether the task succeeded and retries if needed.

Example Relevant to Your ERPNext Work

Suppose you want:

"Sync suppliers from Focus X to ERPNext."

A normal integration script simply runs predefined code.

An Agentic AI could:

Check Focus X API.
Detect new suppliers.
Map fields automatically.
Identify missing GST data.
Create Supplier, Contact, and Address in ERPNext.
Retry failed records.
Generate a sync report.
Notify the admin of issues.

This starts looking like an intelligent integration assistant rather than a simple script.

Popular Agentic AI Frameworks

LangGraph
CrewAI
AutoGen
OpenAI Platform Agents
PydanticAI

Simple Definition

Agentic AI is AI that doesn't just answer questions—it can independently plan, decide, and execute actions to achieve a goal.

Think of it as the difference between:

ChatGPT → "Tell me how to do it."
Agentic AI → "I'll do it for you and let you know when it's done."

DEV Community: Ravadi Rajkumar

What is Agentic AI?