Core agents
What is Agentic AI?
Agentic AI refers to systems that take actions toward a goal, not only generate text.
The term is used for products that plan, call tools, and continue until a stop condition. It is often marketing language; this site uses it only for systems with observable actions.
Why it matters
"Agentic AI" is used broadly in marketing — sometimes for systems with genuine tool-calling loops, sometimes for chatbots with a nicer UI. This glossary reserves the term for systems that plan, call tools, maintain state, and stop.
Understanding the label matters because buying an "agentic" product that cannot actually observe or act through tools sets expectations it cannot meet.
Observable vs. hidden agency
True agentic behavior is observable: you can see the plan, the tool calls, the observations, and the stop decision. If all you can see is a text response and you have to take the product's word that "agents are working behind the scenes," that is not agentic in any meaningful sense.
Observability is the litmus test. If you cannot inspect the trace, you cannot trust the system — or debug it when it fails.
Key takeaways
- 1"Agentic AI" on this site means systems with observable actions — not just text generation with extra branding.
- 2Observability distinguishes genuine agents from marketing language.
- 3Ask vendors: can I see the tool calls? If not, it may not be agentic.
Common mistakes
- ✕Treating "agentic" as a synonym for "intelligent" — agency is about action, not IQ.
- ✕Shipping a product labeled agentic that has no tool-calling or state management.
In practice
When evaluating agentic products, ask three questions: What tools does it call? Can I see the trace? What is the stop condition? If the vendor cannot answer, the product is likely a chatbot with a new label.
Related terms
Concept neighborhood
Terms linked from Agentic AI in the glossary graph.
- Agentic AI
- Agent
- Agentic Workflow
FAQ
- Is Agentic AI the same as AGI?
- No. Agentic AI refers to systems that take actions via tools. AGI refers to hypothetical general intelligence. They are unrelated concepts.