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White paper — AI Agents

AI agents in B2B marketing: where autonomy helps and where it must be contained

An agent is not an assistant that writes better. It is a system that acts. This white paper defines how far an agent can go, with what level of supervision.

TL;DR

The difference between a copilot and an agent comes down to one verb. The copilot suggests. The agent executes. This document lays out three autonomy levels (recommendation, guided execution, autonomous execution), four minimum viable controls, and an adoption plan.

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What is the difference between a copilot and an agent in marketing?

The copilot suggests, the agent executes. This difference changes everything: the question is no longer about suggestion quality but about the conditions of action.

What are the three autonomy levels of a marketing agent?

N1 Recommendation (agent proposes, human acts), N2 Guided execution (agent acts within a corridor), N3 Autonomous execution (agent acts, human supervises). The white paper details each level with its trade-offs.

How do you avoid the silent drift of an agent?

Drift does not require a bug. It requires the absence of limits. The document identifies tempting zones and minimum viable controls: permissions, written limits, logs, rollback.

How do you adopt an agent without standardising a bad idea?

Start small, set an autonomy level, write the limits and the rollback plan, measure. Then expand. The adoption plan fits in one meeting.

Questions about this white paper

Does this white paper discuss specific agents (ChatGPT, Claude, etc.)?

No. The framework is independent of the model or tool. It applies to any agent capable of acting on your systems (CRM, campaigns, content, enrichment).

My team does not use agents yet. Is this guide useful?

Yes, precisely. Setting the framework before adoption prevents discovering limits after integration, when the team is already dependent.

How long does it take to read this white paper?

The executive summary takes 60 seconds. The full document requires 8 to 10 minutes. The executive mini-check takes 2 minutes.

Want to see contained agents in action?

See how NOMO IA runs 11 agents with explicit limits and built-in supervision.