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Make is a visual automation platform for building AI agents, agentic workflows, and integrations without code. Users create workflows called scenarios by connecting over 3,500 pre-built apps or any API service. Make supports both deterministic automation and agentic automation, where autonomous agents handle open-ended tasks and adapt to changing conditions. The platform includes a visual scenario builder, modules, routers, filters, error handling, and data mapping between connected apps. Make is used for automating business processes across sales, marketing, customer experience, operations, finance, HR, IT, and productivity.
Review
At a glance
Make is a visual automation platform designed to help users build AI agents, agentic workflows, and integrations without writing code. It enables the creation of complex workflows, called scenarios, by connecting over 3,500 pre-built apps or any service with an API. Make supports both deterministic automation—where workflows follow fixed logic—and agentic automation, where autonomous agents can interpret goals in natural language and adapt their steps at runtime. The platform is used across a wide range of business functions, including sales, marketing, customer experience, operations, finance, HR, IT, and productivity. Its visual scenario builder, modules, routers, filters, and error handling features make it accessible to both technical and non-technical users.
Capabilities
Make's core capabilities include building and running visual workflows (scenarios), integrating with over 3,500 pre-built apps, and connecting to any service with an API. Users can embed AI models into workflows for tasks such as classification, extraction, summarization, and generation. The platform supports agentic automation, allowing AI agents to interpret goals in natural language, choose tools, and adapt their actions dynamically. Make also provides a built-in AI assistant (Maia) that can build and edit scenarios from natural language descriptions. Advanced features include governance, access control, audit logs, analytics, and on-prem agent support for enterprise deployments.
Workflow
Users build automations in Make by visually composing scenarios on a canvas. Each scenario consists of modules representing apps or services, connected by routers and filters to control data flow and logic. Scenarios can be triggered by events, scheduled, or run on demand. AI agents can be configured to handle open-ended tasks, using natural language goals to determine their actions. The platform provides tools for error handling, data mapping, and debugging. Make's visual approach allows users to see the entire workflow at a glance, making it easier to design, troubleshoot, and optimize automations.
Strengths
Make's strengths lie in its extensive library of pre-built app integrations, flexible visual scenario builder, and support for both deterministic and agentic automation. The ability to connect to any API service expands its versatility. The platform's AI capabilities, including agentic automation and the Maia assistant, enable users to automate complex, open-ended tasks. Make offers resources such as a developer hub, help center, community forum, and academy for learning and support. Its enterprise features address governance, security, and scalability needs.
Limitations
While Make offers a powerful set of automation tools, building complex scenarios may require a learning curve, especially for users new to automation concepts. Some advanced features, such as enterprise governance and on-prem agent support, are targeted at larger organizations and may not be available on all plans. The platform's reliance on visual design may not suit users who prefer code-first approaches for automation.
Best for
Make is best suited for organizations and individuals seeking a visual, no-code platform to automate business processes, integrate apps, and leverage AI agents. It serves a wide range of users, from solo entrepreneurs to large enterprises, who need to automate workflows across sales, marketing, customer experience, operations, finance, HR, IT, and productivity. Its flexibility and breadth of integrations make it valuable for teams looking to streamline operations and innovate with AI-driven automation.
Value and verdict
Make delivers significant value by enabling users to automate complex workflows without code, integrate a vast array of apps, and harness AI for both deterministic and agentic automation. Its visual builder and extensive documentation lower the barrier to entry for non-technical users, while advanced features support enterprise needs. The platform's continuous development and active community further enhance its utility. Make is a strong choice for those seeking a comprehensive automation solution that balances ease of use with powerful capabilities.
Key features
- Visual scenario builder
- 3,500+ pre-built app integrations
- Connect any API service
- AI agents and agentic automation
- Deterministic and non-deterministic workflows
- Natural language goal input
- Maia AI assistant for scenario building
- Modules, routers, filters, error handling
- Data mapping between apps
- Enterprise governance and analytics
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