A chatbot answers. An agent acts, it takes a goal, decides the steps, reaches for tools, and keeps going until the job is done. Drag the core. Tap a bubble. Learn how autonomy actually works.
Six capabilities turn a language model into something that can be trusted with a goal. Tap any bubble orbiting the core to see what each one really means, and why a plain chatbot has none of them.
Together they form a single loop: perceive the situation, reason about it, plan a move, act through a tool, observe the result, then do it again until the goal is met.
Generative AI is a brilliant one-shot machine: you ask, it produces. Agentic AI wraps that same intelligence in a loop and points it at a goal, so instead of handing you a draft, it does the work, checks itself, and comes back when it's finished.
Strip away the buzzwords and every agent runs the same five-beat cycle. It repeats this loop, sometimes hundreds of times, until the goal is reached. Hover a step to follow the cycle.
Take in the goal and the current state, messages, data, the last tool's result, the world as it is right now.
➜Work out what matters, what's missing, and what the single best next move would be.
➜Choose a concrete action and the right tool to carry it out, the API, the query, the message.
➜Execute. Call the function, run the code, send the reply, write the record. Reach into the world.
➜Read the outcome. Did it work? What changed, what's left? Then start the loop again.
➜The language model is the brain, but a brain alone can only think out loud. What turns it into an agent is the scaffolding around it: the parts that let it remember, decide, and reach into real systems.
The reasoning core that interprets the goal and chooses each next move.
APIs, databases, search, code execution, the agent's hands in the real world.
Short-term scratchpad plus long-term recall, so context survives across steps.
The loop controller that decides when to keep going, retry, or hand back to a human.
"Agentic" isn't a switch, it's a dial. Most products today live around Level 2; the frontier is pushing into Level 3 and beyond.
It perceives your orders, reasons about your buyers, and acts on WhatsApp before you've finished your coffee. Everything in this guide, running on your store.