Make Next-Gen AI Agents: The Reasoning Panel Explained

Make (formerly Integromat) has taken a major leap in the intelligent automation race. With the launch of its next-gen AI agents, Make no longer just connects apps — it gives them the ability to reason.

What is the Reasoning Panel?

The Reasoning Panel is a visual interface that lets you see in real-time how the AI agent reasons.

Before (classic automation)

Trigger → Action 1 → Condition → Action 2 → End

Predictable, but rigid.

With the Reasoning Panel

Objective → Visible reasoning in real-time:
  ├── "I'm analyzing the context..."
  ├── "I need tool X..."
  ├── "Data shows Y, so I choose Z..."
  └── Final result with justification

Chat In-Canvas

Directly in the Make editor, you can:

1. Chat with your agent in natural language
2. Modify scenarios through dialogue
3. Debug conversationally
4. Generate modules automatically

Make vs n8n in February 2026

Verdict

• Make: simplicity and Reasoning Panel
• n8n: full control and native MCP
• Ideally: use both depending on the case

Concrete Use Cases

1. Lead Qualification

The agent analyzes email history, web visits, sector, and assigns a score with visible justification.

2. Multichannel Support

The agent chooses the response channel, adapts tone, and escalates when needed.

3. Automated Reporting

The agent compiles data (Analytics, Ads, CRM), identifies trends, writes an executive summary.

How to Get Started

1. Log in to Make
2. Create a scenario
3. Add an "AI Agent" module (Beta)
4. Configure your LLM
5. Watch the Reasoning Panel

Conclusion

The Reasoning Panel makes intelligent automation understandable and auditable — a crucial asset for businesses.

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At BOVO Digital, we master both Make AND n8n. Contact us for a custom automation architecture.