Make
by Make (Celonis)
Visual automation platform that added reasoning AI agents to workflows
Visual automation platform that added reasoning AI agents to workflows
What it can do
Run reasoning AI Agents inside workflows
SupervisedAn AI Agent module reasons about a task in plain English, chooses what to do next, and triggers connected scenarios and tools rather than following a fixed branch; the human designs the agent and its allowed tools.
sourceGive agents tools and a knowledge base
SupervisedAttach a knowledge base and tools (Make scenarios, app actions) to an agent and reuse one agent across multiple workflows; the agent decides which tools to call.
sourceBuild deterministic multi-app scenarios
AssistantVisually compose triggers, routers, filters, and actions across thousands of app integrations; classic scenarios run a fixed, predefined path and are not agentic.
sourceConnect via MCP
SupervisedMake supports the Model Context Protocol to let agents and MCP-compatible clients reach Make tools and extend tool access.
source
Overview
Make (formerly Integromat) is a no-code visual automation platform that connects thousands of apps. In 2025 it added AI Agents, moving beyond fixed automations into reasoning, tool-using agents. It is owned by Celonis.
What it does
The classic product builds scenarios: deterministic workflows of triggers, routers, filters, and actions. These are not agents. The newer AI Agent module reasons about a task in plain English, chooses what to do next, and triggers connected scenarios and tools. You attach a knowledge base and tools to an agent and can reuse it across workflows. Humans design the agent and approve consequential decisions, so the agent product operates as a supervised agent.
Integrations & setup
Thousands of app integrations, OpenAI-compatible and other LLMs for the agent's reasoning, and Model Context Protocol support to extend tool access. Agents are built in the same visual canvas as scenarios.
Pricing
Freemium and credit-based: a free tier with monthly credits, with Core paid plans reportedly from about $12/mo billed annually, scaling with credit packs. AI Agents are available on paid plans.
Best for / not for
Best for teams already automating across many apps who want to add adaptive, reasoning steps without code. Less suited to those who need a developer-grade agent framework or fully autonomous, unsupervised operation.
Alternatives
Zapier Agents is the closest comparable (agentic layer on a large automation platform); n8n offers self-hostable workflow automation with AI nodes; Gumloop targets AI-first workflow building.
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