Make (Celonis) · Tools

Make (AI Agents)

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At a glance

Price
from 9 $/mo
Vendor
Make (Celonis)

Specifications & properties

Key decision factors

Pricing model
Freemium 1
Agent type
  • Workflow automation
  • Autonomous agent
1
No-code builder
Yes 1
Autonomy level
Semi-autonomous 1
Integrations count
3,000 integrations 1
Audit logs / traceability
Yes 1

Pricing

Price from
9 $/mo 1
Free tier
Yes 1
Billing model
Credits 1

Integration

API available
Yes 1

Model

Model choice
Multiple models 1
Report data / suggest a correction

Metrics vs. the category

Integrations count
3,000 integrations Category max 9,000 integrations (12 with data)

Visual no-code automation platform with AI agents that can be built directly on the workflow canvas and act on goals, prompts, and data across 3,000+ apps.

Profile

Make (AI Agents) extends Make's visual no-code automation platform with AI agents that can make decisions and take multi-step actions inside a workflow, aimed at operations, marketing and IT teams who already build or want to build automations across thousands of connected apps rather than developers wanting a code-first framework.

Who it's for

Make suits teams that need both classic, deterministic automation (if this happens, do that) and AI-driven decision-making layered on top — for example, an agent that reads an inbound request, decides which of several workflows applies, and only then triggers the right one. It's popular with agencies, marketing operations and IT teams managing many interconnected tools, and its generous free tier and low entry price make it accessible to freelancers and small businesses, not just enterprises.

How it works

Workflows (called "scenarios") are built on a visual canvas by connecting modules for different apps and logic steps; AI agents can be embedded into these scenarios to interpret unstructured input, choose a path semi-autonomously, or generate content as part of a larger automated process. Make supports choosing among multiple underlying AI models rather than being locked to one, and an API is available for teams that want to trigger or extend scenarios programmatically. Because Make bills on an operations/credits basis, cost scales with how many steps a scenario executes rather than with a flat per-agent fee.

Pricing

Make has a free tier for getting started, and paid plans begin at roughly $9 per month, billed on a credit-based ("operations") model where cost scales with usage. Complex scenarios with many steps or AI calls consume more credits than simple ones, so check Make's current pricing page to estimate cost for your expected volume.

Strengths and trade-offs

Make's core strength is breadth combined with visual clarity: it connects to roughly 3,000 apps, has a genuinely no-code builder that's still expressive enough for complex branching logic, offers audit logging for oversight, and now layers AI agents on top of that same automation engine rather than requiring a separate tool. The trade-offs are that credit-based pricing can be harder to predict than flat billing for high-volume users, and there's no documented self-hosted option, so it's cloud-only. For teams that want both reliable, rule-based automation and AI judgment in the same platform, Make (AI Agents) is one of the strongest, most affordable options available. A practical example is an agent that reads an inbound support ticket, classifies its urgency and topic, and then routes it into the right one of several pre-built scenarios — combining AI judgment with the deterministic reliability Make's automation engine has been known for since its Integromat days.

Frequently asked questions

How much does Make cost?

Make has a free tier, and paid plans start at roughly $9 per month on a credit-based ("operations") billing model, where cost scales with how many steps and AI calls your scenarios execute. Check the current pricing page for exact tiers and included operations.

How many integrations does Make have?

Make connects to roughly 3,000 apps and services, giving AI agents and automated scenarios a very broad set of tools to read from and act on, from CRMs and spreadsheets to marketing and communication platforms.

Can I self-host Make?

No, there is no documented self-hosted or on-premises option. Make is delivered entirely as a cloud service.

Is Make no-code?

Yes. Scenarios and AI agents are built on a visual, drag-and-drop canvas, so non-developers can assemble complex automations and agent logic without writing code, while an API is also available for teams that want to extend things programmatically.

Make vs Zapier: which should I choose?

Zapier has a larger integration catalog (8,000+ apps) and a slightly simpler linear automation model, while Make offers a more visual, flexible canvas well suited to complex branching logic and generally cheaper operations-based pricing, with AI agents built into the same engine. Teams wanting the broadest app coverage often start with Zapier; teams wanting more control over complex flows at a lower cost often prefer Make.

Does Make offer an API, and is it GDPR-compliant?

Yes, Make provides an API for triggering and managing scenarios programmatically. Make (a Celonis company, formerly Integromat) is based in the EU and offers GDPR-aligned data processing terms, though organizations with strict data-residency needs should confirm current hosting regions and compliance documentation directly with Make.