Make (formerly Integromat)
The visual platform to design, build, and automate anything from simple tasks to complex enterprise workflows.
The serverless integration platform for developers to build AI-driven workflows with code-level control.
Pipedream is a developer-centric integration platform that provides a serverless runtime for connecting APIs and AI models. By 2026, it has solidified its position as the premier orchestrator for AI agents and RAG (Retrieval-Augmented Generation) pipelines. Unlike traditional no-code tools, Pipedream treats code as a first-class citizen, allowing users to write Node.js, Python, Golang, or Bash scripts directly within any workflow step. This architecture enables highly complex logic, such as custom data transformations, multi-step LLM reasoning, and state management via built-in Data Stores. The platform handles managed OAuth for over 2,200 integrations, abstracting the complexities of authentication while providing a high-concurrency execution environment. Its 2026 market position is defined by its 'Compute-as-a-Service' model for AI, where it serves as the glue between vector databases, LLM providers (OpenAI, Anthropic, DeepSeek), and downstream enterprise applications. For AI architects, Pipedream offers the precision of a custom-built backend with the speed of a pre-integrated ecosystem, making it the go-to choice for production-grade AI automation.
Execute Node.js, Python, Go, or Bash in a managed environment with integrated NPM and PyPi support.
The visual platform to design, build, and automate anything from simple tasks to complex enterprise workflows.
The 1-click automation platform for non-techies and power users alike.
Enterprise-scale workflow orchestration powered by generative AI and seamless ecosystem integration.
Connect your world with a unified conditional automation engine and AI-driven workflows.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
Handles token refresh and secure credential storage for over 2,200 applications.
Built-in key-value storage accessible via API or code steps to maintain state across executions.
Advanced listeners that poll APIs or receive webhooks to trigger workflows instantly.
Automatically captures data from every step to be used as JSON inputs in subsequent steps.
Programmable error-handling steps that allow for retries or alternative logic paths.
Secure storage for secrets and configuration accessible via `process.env` or `os.environ`.
Support teams are overwhelmed by generic tickets that require manual routing.
Registry Updated:2/7/2026
A draft response is generated and saved in Zendesk.
Keeping RAG systems updated with the latest news or company updates is manually intensive.
Sales teams receive leads without context on company size or industry.