LearnAIAgents
🎨 Design

The four types of agent

Narrow/broad × assistive/autonomous.

Two axes, four quadrants

Once you have decided you need something agentic, classify what you're building. Two axes determine how ambitious the governance conversation has to be.

  • Scope — narrow (one job) vs broad (many jobs in a domain).
  • Autonomy — assistive (human decides) vs autonomous (agent acts).
Agent types. Autonomy rises upward; scope widens rightward. Governance requirement increases with both.
Narrow × Autonomous
Task Agents
Fire-and-forget specialists.

Execute a complete workflow end-to-end — within pre-defined rails.

Service ticket resolvers · issue → PR coding agents

Human sets the rules; agent runs the play.

Broad × Autonomous
Strategic Agents
Orchestrators & decision-makers.

Coordinate systems, agents, and actions toward a higher-level goal.

Multi-agent orchestrators · enterprise agent platforms

Highest value, highest risk — governance non-negotiable.

Narrow × Assistive
Task Assistants
One button, one job.

The human asks, the AI answers — no chain of actions, no memory between tasks.

Gmail Smart Reply · Grammarly · Notion AI inline

Low risk, low governance.

Broad × Assistive
Domain Copilots
Swiss-army sidekicks.

Broad knowledge, narrow authority — reason across a domain but defer the decision to the human.

Microsoft 365 Copilot · IDE copilots · Claude chat

The human stays in the chair.

← NARROWBROAD →

How to use the quadrant

The quadrant is diagnostic, not prescriptive. You use it to answer one question: what governance does this agent's position require?

  • Task Assistants (narrow × assistive) — almost no governance beyond normal software QA. These are features, not agents in the operational sense.
  • Domain Copilots (broad × assistive) — you need to worry about groundedness (are its suggestions accurate?) and UX (does the human stay in control?), but the blast radius is low.
  • Task Agents (narrow × autonomous) — the first place real governance kicks in. Tools, guardrails, human checkpoints, audit trails. REMIT starts to matter.
  • Strategic Agents (broad × autonomous) — everything the Task Agent needed, plus cross-system coordination, multi-agent identity, and board-level accountability. The highest-value, highest-risk quadrant.

Direction of travel

Over a product's lifetime, quadrants tend to move upward and rightward as trust is earned and the scope widens. That is a feature, not a bug — but every move upward or rightward should be paired with a move in governance. Promotion requires evidence; demotion is always available.