Agentic AI
Agentic AI is artificial intelligence that plans and takes multi-step, autonomous action toward a goal — rather than just generating a single piece of text in response to a prompt. Where a standard generative model answers what you ask, agentic AI decides what needs to happen, breaks the goal into steps, uses tools to carry them out, and adapts as it goes, working with limited human input.
Key characteristics
- Plans toward a goal — it decomposes an objective into a sequence of steps rather than producing one response.
- Acts autonomously — it can execute those steps with limited human intervention, within set guardrails.
- Uses tools and systems — it calls APIs, runs searches, and reads or writes to connected applications to make progress.
- Adapts based on results — it observes the outcome of each step and adjusts its next move accordingly.
- Often persistent — it can run on a schedule or in response to events, not only when prompted.
- Behavior, not a product — "agentic" describes how AI operates; it can apply to a single agent or a system of cooperating ones.
Example
Ask a standard chatbot to "reconcile this month's invoices" and it explains how. Agentic AI instead carries it out: it pulls the invoices from a connected system, matches each against payment records, flags the discrepancies it cannot resolve, drafts a summary, and queues the exceptions for a human to review — planning and executing the whole sequence rather than describing it.
How it relates to Kuvai
Agentic AI is the capability; Kuvai is one way to put it to work for a small business. Instead of building an autonomous system yourself, you build an AI teammate around the job you describe — grounded in your own documents and data, connected to your tools, and running on a schedule. Crucially, Kuvai applies agentic AI with a clear line on autonomy: a teammate drafts before it sends, every sensitive action is gated behind your approval, and each action is logged with its reason. You get the multi-step, run-on-its-own benefit without handing over the keys. Start free with Mia, an inbox coordinator, then build the rest of your team.
Related terms
An AI agent is software that perceives its environment, decides what to do, and takes action toward a goal — often autonomously and over multiple steps — by using tools, calling APIs, and reasoning with a language model. Unlike a chatbot that only generates text in reply to a prompt, an agent can act on the world: it can search, read, write to systems, and chain steps together to complete a task rather than just answer a question.
AI teammateAn AI teammate is a software colleague that owns a defined job end-to-end — grounded in a business's own documents and data, connected to its tools, and running on a schedule. Unlike an AI assistant you prompt, a teammate works continuously, accumulates your context, and drafts actions for your approval rather than waiting to be asked.