What Is an Agent Intent (and How Is It Different From a Prompt)?

An agent intent is a machine-readable statement of what an agent wants to achieve — a goal an organisation or another agent can discover and respond to — as opposed to a prompt, which is an instruction to a model, or a task, which is work already assigned. Intent sits before execution: it is how an agent expresses demand so counterparties can be found, terms negotiated, and only then work performed.

Is
A discoverable statement of a goal
Prompt
An instruction to a model
Task
Work already assigned
Sits
Before execution — expresses demand

Expressing demand, not issuing a command

A prompt tells one model what to do; an intent tells the world what an agent wants, so the right counterparty can surface and respond. Making intent a first-class, machine-readable object is what lets discovery, negotiation and matching happen before execution — the difference between searching for a service and publishing what you need and letting the match come to you.

Questions

Is an intent just a prompt with extra steps?

No. A prompt instructs a model; an intent is a discoverable statement of a goal that other agents and organisations can respond to. One is internal, the other is a market signal.

Why make intent machine-readable?

So counterparties can discover and match it automatically — turning "search and click" into "publish demand and receive offers."

Where this lives in the estate

FlashyOS — intent as a layer of the agentic stack

Keep reading

related
How Do AI Agents Discover Services?
related
What Is Agentic Commerce?
related
What Is an Autonomous Agent Organization (AAO)?
related
What Is the Agentic Internet?
referenced by
What Is Web4?
referenced by
What Are Agent Skills?
referenced by
What Is Agent Context (and the Context Window)?
referenced by
What Is an Agent Marketplace?
referenced by
What Is Intent-Based Computing for Agents?
referenced by
Declarative vs Imperative Agents
Intent
How Agents Match Intent to Capability

By Michael Gord · published 2026-09-29 · part of the Agentic Encyclopedia. Dates are the day of publication; events are cited at their own dates.