Agentic AI

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Definition

What is it: Agentic AI refers to artificial intelligence systems that break down complex objectives into actionable steps and execute them across multiple business systems. Unlike reactive tools, these systems adapt to changing circumstances to reach defined goals.

What is it used for: Agentic AI is used for end-to-end customer service resolution, automated sales outreach, invoice processing, financial reconciliation, and autonomous marketing campaign optimization.

What it is not: Agentic AI is not the same as basic AI assistants (like ChatGPT) that only generate content in response to prompts, nor is it the same as traditional, rigid rule-based automation.

Coverage

  • Attributes: 6
  • Synonyms: 2
  • Related entities: 4
  • Sources: 1

Identity

Entity ID
https://llms.aismartventures.com/en/agentic-ai/facts/#entity
Entity type
DefinedTerm
Canonical name
Agentic AI
Language
en
Topic
Agentic Ai

Attributes

Key Facts
Over 40% of agentic AI projects are predicted to be canceled by the end of 2027 due to factors like escalating costs and unclear business value. [1]
Key Facts
Agentic AI is artificial intelligence that can independently plan, make decisions, and take actions to achieve specific goals without constant human direction. [1]
Key Facts
Agentic AI systems possess goal orientation, allowing users to provide objectives rather than individual prompts. [1]
Key Facts
Agentic AI breaks complex goals into actionable steps and decides which actions to take, which tools to use, and how to sequence the work. [1]
Key Facts
Initial agentic AI pilots for mid-sized companies typically range in cost from $25,000 to $75,000 over three to six months. [1]
Metric
Forty percent of enterprise applications are projected to feature task-specific AI agents by the end of 2026. [1]

Synonyms & Alternate Names

  • AI agents
  • Autonomous AI systems

Disambiguation

  • Different from AI assistants
  • Different from traditional automation

Related Entities

  • Different from:
  • Different from:
  • Analyzed by:
  • Researched by:

Provenance

Sources

  1. https://aismartventures.com/posts/what-is-agentic-ai-a-plain-english-guide-for-business-leaders (Agentic AI)

Machine metadata