# Agentic AI

> **TL;DR.** Agentic AI names a class of AI systems that autonomously plan, decide, and take actions to meet user-defined goals — not single-shot chatbot answers, but a goal-driven loop that calls tools, updates state, and keeps going until done.

- **Category:** AI / Concepts
- **Stage:** established
- **Age:** 590 days
- **Origin date:** 2024-10-21
- **First detected:** 2026-04-16
- **Canonical URL:** https://earlyterms.com/term/agentic-ai
- **Sources:** 8 primary URLs

## Definition

Agentic AI names a class of AI systems that autonomously plan, decide, and take actions to meet user-defined goals — not single-shot chatbot answers, but a goal-driven loop that calls tools, updates state, and keeps going until done. The term bundles the technical shift and the business framing into one category.

It went mainstream when Gartner named it the [#1 Top Strategic Technology Trend for 2025](https://www.gartner.com/en/newsroom/press-releases/2024-10-21-gartner-identifies-the-top-10-strategic-technology-trends-for-2025) on October 21, 2024. Gartner's follow-up in June 2025 warned that [40% of agentic-AI projects will be canceled by 2027](https://www.gartner.com/en/newsroom/press-releases/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027) — and coined 'agent washing', the rebranding of old RPA and chatbot products as agents.

## Example

A 2025-2026 agentic-AI workflow: a developer runs Claude Code or a LangGraph agent, it reads the repo, writes a migration plan, edits files, runs the test suite, iterates when tests fail, and opens a PR — all without human turn-taking. Vendors in the 'real agent' camp per Gartner's count (~130 of thousands claiming the label) include Anthropic, Salesforce Agentforce, and Nvidia's Vera/Rubin agent stack.

## Analogy

If chatbots are answering machines, agentic AI is an intern who reads your brief, comes back in an hour with the work done, and asks questions only when stuck.

## Why it's emerging now

Gartner's October 2024 top-trend call made 'agentic AI' the default vocabulary for autonomous AI workflows across enterprise software. The June 2025 follow-up ('40% of projects will be canceled') and the December 2025 Anthropic/Block/OpenAI Agentic AI Foundation marked peak-hype + consolidation happening simultaneously. Nvidia built a CPU for it. Signal warned about it. The term is everywhere in April 2026.

## Related terms

- *alias:* AI agents
- *alias:* autonomous agents
- *related:* generative AI
- *child:* agent washing
- *child:* agentic coding
- *child:* coding-agents
- *child:* managed-agents
- *related:* agent-harness
- *related:* agent-loop
- *related:* model-context-protocol
- *related:* LangGraph
- *related:* Agentforce

## Sources

1. [Gartner — Top 10 Strategic Trends 2025 (Agentic AI #1)](https://www.gartner.com/en/newsroom/press-releases/2024-10-21-gartner-identifies-the-top-10-strategic-technology-trends-for-2025)
2. [Gartner — 40% of agentic AI projects canceled by 2027 (agent washing)](https://www.gartner.com/en/newsroom/press-releases/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027)
3. [The Agentic AI Handbook — production patterns](https://www.nibzard.com/agentic-handbook)
4. [Anthropic — Agentic AI Foundation + MCP donation](https://www.anthropic.com/news/donating-the-model-context-protocol-and-establishing-of-the-agentic-ai-foundation)
5. [Nvidia — Vera CPU for agentic AI](https://nvidianews.nvidia.com/news/nvidia-launches-vera-cpu-purpose-built-for-agentic-ai)
6. [Guardio Labs — Scamlexity (agentic browsers get scammed)](https://guard.io/labs/scamlexity-we-put-agentic-ai-browsers-to-the-test-they-clicked-they-paid-they-failed)
7. [arXiv — Small language models are the future of agentic AI](https://arxiv.org/abs/2506.02153)
8. [Hacker News — Signal leaders warn agentic AI](https://news.ycombinator.com/item?id=46605553)

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_Generated by EarlyTerms · https://earlyterms.com/term/agentic-ai_