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What 'agentic' actually means to us

SA

Scholarus AI

Mar 21, 2026

What "agentic" actually means to us

"Agentic" has eaten itself. Every product page uses it. Most mean something different. Nobody asks anymore, so we just nod.

Our internal definition

A system is agentic when three things are true:

  1. It picks its next action. Not a hard-coded pipeline. A step depends on what just happened.
  2. It has tools. Reading a file, calling an API, opening a browser — the system acts on the world, not just its own tokens.
  3. It continues across multiple turns without being poked. A single-shot tool call is not an agent. An agent is a loop.

By this definition, most "AI features" are not agentic, and that's fine. A well-written assistant that opens a file on your behalf is not agentic — it's a command. We save the word for the loops, because the loops behave differently: they compound mistakes, they rack up cost, they need different evaluation.

Why this matters for your team

If you don't pick a definition and stick to it, every conversation about "building an agent" means something different to each person at the table. You end up budgeting for a demo and shipping a pipeline. Pick a definition. Let it be stricter than you're comfortable with. You'll make better decisions.

What 'agentic' actually means to us — Scholarus AI