{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "agenta-ai-awesome-ai-agent-platforms--choose-workflow-automation-with-ai-steps",
 "repo": "Agenta-AI/awesome-ai-agent-platforms",
 "repo_url": "https://github.com/Agenta-AI/awesome-ai-agent-platforms",
 "repo_slug": "agenta-ai-awesome-ai-agent-platforms",
 "title": "Choose a workflow automation tool that includes AI steps",
 "page_title": "How to choose a workflow automation tool that includes AI steps with Awesome AI Agent Platforms",
 "summary": "Match scheduled and event-driven automation tools to your needs and license rules.",
 "who": "An operations person or developer who needs repeatable workflows that can call AI models or agents, and must decide between self-hosted and cloud options.",
 "problem": "Automation tools differ in whether they support AI steps, how they are hosted, and what their licenses allow.",
 "outcome": "One workflow automation platform selected for a specific workflow, with its license and hosting model confirmed.",
 "steps": [
  "Open the Workflow automation platforms section.",
  "Note which entries describe AI steps or AI agents in their description, such as the entries for visual automation, workflow building with AI agents, and long-running AI tasks.",
  "Check each candidate's hosting note to see whether it is self-hosted, vendor-hosted, or both.",
  "Read the license note on each candidate, including any source-available or fair-code licenses, and confirm the terms fit your use.",
  "Open the GitHub page of the chosen platform and follow its own getting-started guide to run one scheduled workflow."
 ],
 "agent_prompt": "Use the Workflow automation platforms section of the Agenta-AI awesome-ai-agent-platforms repo to find entries that mention AI steps or AI agents. Output a comparison of name, license, and hosting for the three best fits for <workflow to automate>. Verify that each license note matches the project's GitHub LICENSE file before reporting.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "45 minutes",
 "basis": "readme",
 "caveat": "Several listed tools use source-available or fair-code licenses rather than standard open-source licenses, so read the terms before commercial use.",
 "category": "Work and operations",
 "tags": [
  "Work and operations"
 ],
 "lang": "astro",
 "requirements": [
  "A GitHub account or browser to open the linked project pages",
  "A decision on whether you need self-hosted or vendor-hosted software",
  "For the install step, the requirements listed in the chosen project's own README (the list itself does not install anything)"
 ],
 "risk": "dual-use",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/agenta-ai-awesome-ai-agent-platforms/choose-workflow-automation-with-ai-steps/",
 "md": "https://dedupedai.com/use-cases/agenta-ai-awesome-ai-agent-platforms/choose-workflow-automation-with-ai-steps/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/agenta-ai-awesome-ai-agent-platforms--choose-workflow-automation-with-ai-steps.json",
 "api_version": "v1"
}