Best AI for Workflow Automation in 2026

Make (formerly Integromat) is a visual automation platform that connects apps and services through an intuitive drag-and-drop canvas where workflows appear as flowchart-like scenarios. Unlike Zapier's linear step-by-step approach, Make displays automations as visual maps with branching paths, routers, and iterators, giving users a clear picture of complex logic flows. The platform supports over 1,800 app integrations and excels at data transformation, allowing users to manipulate JSON, parse XML, work with arrays, and perform mathematical operations between automation steps. Make's HTTP module lets you connect to any app with an API, even without a pre-built integration, making it more flexible than competitors for technical users. The scenario editor supports error handling with dedicated error paths, retry logic, and break functions that catch failures gracefully instead of silently stopping. Make's pricing model is based on operations rather than tasks, and it offers significantly more operations per dollar than Zapier — the free tier includes 1,000 operations per month. For data-heavy automations involving webhooks, API calls, and complex transformations, Make provides finer control than any competing tool. The scheduling options range from every minute to custom cron expressions. Where Make falls short is its learning curve: the visual canvas and operation-based concepts take longer to master than Zapier's simpler interface, particularly for non-technical users building their first automation.

Bardeen is a browser-native automation platform that distinguishes itself by running automations directly within your Chrome browser rather than on remote servers. This approach enables a unique capability: Bardeen can interact with any website you visit, scraping data, filling forms, and clicking buttons as if a human were doing it. The AI agent can build automations from natural language descriptions, and the Magic Box feature lets you type what you want automated and generates a working playbook. Bardeen's web scraper is its standout feature, letting you extract structured data from any website without code — point and click on the elements you want, and Bardeen creates a repeatable scraping workflow. The platform integrates with popular tools like Notion, Google Sheets, Slack, HubSpot, and LinkedIn, enabling workflows like automatically enriching CRM leads with LinkedIn data or saving interesting articles to Notion with AI-generated summaries. Bardeen's AI integrations use GPT models to classify, summarize, or transform data mid-workflow. The browser-first approach means Bardeen can automate tasks that cloud-based tools like Zapier cannot, such as interacting with websites that lack APIs. However, automations require your browser to be open and running, which limits reliability for critical business processes that need 24/7 operation. For individual professionals automating repetitive browser tasks like research, data entry, and lead prospecting, Bardeen offers capabilities that server-based automation tools simply cannot match.