Major

Zapier Alternatives: 10 Automation Tools and AI Agents Compared

Zapier bills per task and chains fixed triggers. We compare 10 alternatives across visual automation, self-hosted, and AI-agent platforms, with Major first for work that has to become governed software.

Jason BaoUpdated
Whiteboard with sticky notes arranged in columns during workflow planning

Major is the best Zapier alternative for teams whose automations now carry real consequences. An agent reasons about the job once and builds a deterministic app to run it, so the work gets its own database, scoped credentials, role-based access, and an audit trail instead of becoming a longer list of Zaps nobody owns. The other nine tools below solve narrower versions of the problem, and each is described by what it does well.

Why teams leave Zapier

The reasons show up on the pricing page first.

  • Per-task billing. Zapier counts a task each time a Zap moves data or completes an action. A 5-step Zap running 1,000 times a month burns about 5,000 tasks.
  • Pre-scripted branches. Every path is drawn in advance. Edge cases mean more filters, more steps, more maintenance.
  • No ownership model. The 40th Zap lives in a console, and nobody can say who approved what it does to the CRM.
  • No self-hosting. Data-residency and air-gap requirements rule it out.

Zapier connects to 9,000+ apps [per zapier.com], more than any tool on this list, and that library is a real strength. The question is whether your job is still a mechanical trigger and action.

Automation versus agents

Automation runs fixed triggers. An event fires a predetermined sequence, and you decide every branch ahead of time. Zapier, Make, and n8n work this way.

An agent reads the situation, decides what to do, acts through a tool, and checks the result. The unit of work is a decision. Major puts the two layers together: the agent reasons once, builds an app for the repeatable part, and from then on the app runs as code. Reason once. Run forever.

Quick comparison

  • Major: agent-built deterministic apps, managed database, SSO, RBAC, audit, private Kubernetes option
  • Make: visual canvas, operations-based billing, AI modules, team roles on paid tiers
  • Pabbly Connect: flat-rate billing, limited AI, basic governance
  • Power Automate: Microsoft 365 and Entra governance, desktop RPA, AI Builder
  • n8n: self-hostable, execution-based billing, AI nodes, RBAC and audit on Enterprise
  • Activepieces: MIT-licensed, self-hostable, AI agents and MCP support
  • Tray: enterprise iPaaS, VPC options, Merlin AI
  • Workato: enterprise recipes, on-prem agent, Workato AI
  • Gumloop: visual AI workflow canvas, credit-based billing
  • Relevance AI: autonomous multi-agent workforces, Actions plus Vendor Credits

Major

Major is the enterprise platform where agents build the software they run on. Point an agent at work you would otherwise wire by hand and it reasons about the task once, then builds a deterministic app for the repeatable part: the data model, the routes, the checks, the interface. The agent then runs the app rather than re-reasoning every execution.

What you end up owning is the difference. A Major app is software with state in a managed database, scoped credentials issued through a credential proxy, RBAC on who may call which action, and an audit record written where the action happens. Cost is front-loaded into the build and then stays flat, instead of metering upward with every task.

  • Run-as-invoker OAuth, so the agent acts as the person who triggered it
  • Exportable audit logs that attribute every write
  • Each automation becomes an app the whole organization can run and oversee

Best for engineering and ops teams running dozens of Zaps that now need to be software they can version, permission, and hand to an auditor. Major has no free consumer tier, and it is built for work that deserves governance rather than a throwaway two-app link.

Make

Make is the most direct Zapier competitor and a common migration destination. Its canvas shows a workflow as a connected graph of modules, and it bills by operations rather than tasks, which gets cheaper at volume. Free includes 1,000 credits a month and Core starts at $12 a month [per make.com/en/pricing]. It suits ops and marketing teams running high-volume linear automations. Branching is still drawn by hand, and governance is team roles on paid tiers.

Pabbly Connect

Pabbly Connect sells workflow capacity at a flat rate instead of counting tasks, and it periodically offers lifetime deals. There is a free tier. It fits solo operators, agencies, and small teams that want predictable cost. AI support is limited and governance is basic.

Microsoft Power Automate

Power Automate covers cloud flows, desktop RPA, and AI Builder, and it inherits identity and governance from the Microsoft estate. Premium runs $15 per user per month billed yearly, and process automation is $150 per bot per month. It fits enterprises standardized on Microsoft 365. Outside that estate the advantage fades.

n8n

n8n is a source-available automation tool you can run on your own infrastructure. Cloud usage is billed per workflow execution rather than per step, so a 30-node workflow costs the same one execution as a 3-node one. The self-hosted Community Edition is free and cloud Starter is about 20 euros a month for 2,500 executions [per n8n.io/pricing]. RBAC and audit sit on the Enterprise tier. It suits technical teams that want to own the runtime and carry the upgrades, backups, and uptime themselves.

Activepieces

Activepieces is MIT-licensed, and the self-hosted edition is the full product with no artificial limits. It has added AI agents and MCP server support. Cloud has a free tier, Plus is $25 a month, and Business is $150 a month. It fits engineering teams that want to delete a SaaS line item. On self-host, governance is whatever you build around it.

Tray

Tray is an enterprise integration platform for teams wiring many systems together, with VPC and data-residency options. Pricing is custom and starts high. It fits mid-market and enterprise teams with dedicated integration engineers and real compliance requirements. It is heavy for a small automation.

Workato

Workato organizes enterprise automation around recipes and targets IT-led programs spanning finance, HR, sales, and support, with an on-prem agent for restricted systems. Pricing is usage-based, not public, and sales-led. It fits automation centers of excellence running a governed internal program.

Gumloop

Gumloop is a canvas-based AI workflow builder. It looks like Make with AI nodes wired in, so you still draw the flow, but individual nodes can parse documents, classify text, or generate output. Pricing is credit-based with roughly 2,000 free credits and a Solo plan near $37 a month, and AI-heavy nodes use more credits. It fits ops and growth teams that want AI inside a flow they can see.

Relevance AI

Relevance AI is an agent platform where models reason through tasks rather than following a drawn flow. You assemble agents, give them tools, and let them decide the steps. Pricing splits into Actions for tool runs and Vendor Credits for model usage at cost. It sits furthest toward autonomy, so every run re-reasons the work.

Build the governed version of a Zap on Major

Take the common Zap: a new Salesforce lead arrives, the right move depends on context the flow cannot see, and the result goes to Slack and a sheet. On Major the same job looks like this.

  1. Connectors. Salesforce, Slack, and Google Sheets, each connected once with scoped credentials rather than a shared admin token.
  2. App. An internal lead-routing app holds a leads table, the routing rules, and a decision log in the managed database, so state survives between runs.
  3. Agent. The agent reads the lead and the account context, then makes the one judgment call: qualify, route, or escalate. It builds the app's deterministic checks once.
  4. Trigger. A workflow fires on the Salesforce event and calls the app. The repeatable steps run as code.
  5. Governance. SSO, RBAC on who can change routing rules, run-as-invoker OAuth so each action is attributed to a person, and exportable audit logs.
  6. Cost. Reasoning is spent on the first build and on genuine judgment calls. Routine runs execute in the app.

The agent reasons about the decision. The app carries the state, the permissions, and the history. Start building free and ship your first one.

How to choose

Match the tool to the job, and start from what the automation now carries.

  • Real consequences. If a wrong action touches customer records, money, or access, the work needs state, permissions, and audit. That is Major's ground.
  • Self-hosting. If everything must stay inside your network, n8n and Activepieces are the self-hostable names, and you take on the operations.
  • Volume pricing. Make, Pabbly, and n8n all move away from per-task billing. None of them removes the cost of repeating work you already defined.
  • Microsoft estate. Power Automate inherits Entra controls.
  • Enterprise iPaaS. Tray and Workato are built for integration-engineer-led programs.

Why Major is the pick

Fixed trigger tools force you to pre-script every branch, which gets brittle once judgment is involved. Pure agent tools take actions you cannot easily audit, which is what stops a CISO from approving them. Major splits the layers. The agent reasons over connected context, then calls deterministic apps with typed inputs, RBAC at the query layer, and audit logs. Every workflow an agent figures out becomes an app the whole organization can run and oversee.

Start building on Major

Build the governed version of your busiest Zap as an app your team can permission and audit, or walk through your current automations with us.

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Frequently asked questions

What is the best Zapier alternative?
Major is the best Zapier alternative when automations carry real consequences. An agent reasons about the task once and builds a deterministic app that runs it, with its own database, scoped credentials, RBAC, and audit logs. That replaces a growing list of Zaps with software the organization can govern, and the cost is front-loaded rather than metered per task.
What is the difference between Zapier and an AI agent platform?
Zapier runs fixed triggers, so you pre-script every action and it repeats that sequence each time. An agent reads context, decides what to do, acts through a tool, and checks the result. Major combines the two: the agent reasons once about the decision, then builds an app that runs the repeatable part as code.
Is Make cheaper than Zapier?
Make bills by operations rather than tasks, so its free tier and low-cost Core plan stretch further as workflows run more often. At low volume the difference is small. Both models still charge for every repeat of work you already defined, whereas on Major the reasoning happens once at build time and the app then executes as code.
Which Zapier alternative is best for enterprise governance?
Major fits governed agent work, with SSO, fine-grained RBAC, run-as-invoker OAuth, scoped credentials through a credential proxy, and exportable audit logs written at the point of action. Workato and Tray offer enterprise integration governance, and Power Automate inherits controls from a Microsoft tenant, but Major is where agents build the governed apps themselves.
Can I self-host a Zapier alternative?
Yes. n8n's Community Edition and the MIT-licensed Activepieces can be self-hosted, which moves cost from a subscription to your own team for upgrades, backups, scaling, and uptime. Major supports a private Kubernetes deployment for teams with residency needs and also runs managed, with SSO, RBAC, database, and audit configured for you.