The top alternatives to Gumloop in the Workflow Automation space, compared on features, pricing, and what they're best at.
Gumloop is a simple AI automation platform that enables anyone to build powerful workflows without coding using a drag-and-drop interface. Founded in April 2023 by McGill University alumni Max Brodeur-Urbas and Rahul Behal (with prior experience at Microsoft and Amazon respectively), Gumloop has rapidly grown and recently raised $24.5 million in Series A funding, relocating from Vancouver to Silicon Valley. The platform features a visual builder with over 115 pre-made blocks for quick automation creation, with AI powering smart decisions throughout workflows. Gumloop excels at document processing tasks like extracting data from PDFs, categorizing documents, summarizing content, and populating forms, as well as automated web scraping. The platform integrates with Google Sheets, Slack, Salesforce, and 125+ other apps, while maintaining enterprise-grade security with SOC 2 and GDPR compliance, AES-256 encryption, and auto-scaling compute resources to handle growing demands.
Zapier is the largest workflow automation platform, connecting 6,000+ apps with no-code automations. Its AI features include built-in LLM actions, AI-powered workflow building, and natural language automation creation. Zapier is the default choice for business users automating repetitive tasks across SaaS tools, now enhanced with AI capabilities for content generation, classification, and data extraction.
n8n is an open-source workflow automation platform with deep AI capabilities. Its visual editor connects 400+ app integrations with AI nodes for LLM calls, vector search, document processing, and agent workflows. n8n supports self-hosting for full data control and is popular with technical teams building AI-enhanced business automations that combine traditional integrations with LLM-powered steps.
Make (formerly Integromat) is a visual workflow automation platform with powerful data transformation and AI capabilities. It offers more complex routing, filtering, and data manipulation than simpler tools, making it popular with technical users. Make's AI modules support LLM calls, image generation, and document processing within multi-step automation scenarios.
DBOS provides an open-source durable execution library that makes applications resilient to crashes and failures by checkpointing workflow state to Postgres. Developers add simple annotations to existing Python, TypeScript, Java, or Go code to get automatic failure recovery, durable queues, and workflow orchestration—particularly useful for long-running AI agent workflows. Integrates natively with Pydantic AI and LangGraph. SOC 2 compliant.
Relay.app is a collaborative workflow automation platform built around human-in-the-loop AI. It combines traditional automation with AI steps and human approval gates, letting teams build workflows where AI handles the bulk of work but humans review and approve critical decisions. The leading choice for teams that need AI automation with oversight.
BubbleLab is an AI-native workflow automation platform built LLM-first. It enables teams to build, test, and deploy AI-powered workflows with native support for language models, prompt chaining, and intelligent routing. Designed for developers building AI applications that need reliable automation pipelines.
Trigger.dev is an open-source background jobs platform for TypeScript/JavaScript. It provides durable execution, automatic retries, and long-running task support — making it the developer favorite for running AI agent workflows, LLM pipelines, and async processing in production. Its code-first approach appeals to engineers who prefer writing workflows in TypeScript over visual builders.
Activepieces is an open-source workflow automation platform with built-in AI pieces. It provides a visual builder for connecting apps, AI models, and custom code into automated workflows. Self-hostable and extensible with custom pieces, Activepieces offers a Zapier-like experience for teams that need data control and customization.