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Migration guideAgent builderUpdated 2026-06-30

How to Migrate from SmythOS to Ceven

SmythOS is a powerful platform for building, deploying, and managing multi-agent AI systems through a visual studio or code. Ceven, on the other hand, is an AI workflow automation platform that connects to 1,000+ tools, runs end-to-end workflows with AI steps and human-approval gates, and can build and host no-code pages and apps.

This guide will help you migrate your workflows and automations from SmythOS to Ceven, ensuring a smooth transition and helping you take advantage of Ceven's unique features. Note that there is no automatic import, so you will need to rebuild your workflows on Ceven.

Still deciding? See the full Ceven vs SmythOS comparison

Migrate from SmythOS to Ceven in 7 steps

  1. Inventory Your Workflows

    Begin by listing out all the workflows and automations you have built in SmythOS. Group them by outcome or business process, rather than by tool or agent, to better understand the end results you're aiming to achieve.

  2. Connect Your Apps in Ceven

    Ceven connects to 1,000+ tools, so you should be able to find the same apps you were using in SmythOS. Start by connecting these apps to your Ceven account, ensuring you have the necessary API keys and permissions.

  3. Rebuild for Outcomes, Not One-to-One

    Rather than trying to recreate each SmythOS workflow one-for-one in Ceven, focus on the outcomes. Describe what you want to achieve and build workflows in Ceven to accomplish those goals, taking advantage of Ceven's AI steps and approval gates where necessary.

  4. Add AI and Approval Gates

    Identify areas in your SmythOS workflows where you had to manually intervene or where errors frequently occurred. In Ceven, add AI steps to automate these interventions and approval gates to prevent errors from propagating.

  5. Validate in Parallel

    Before fully switching over, run your new Ceven workflows in parallel with your SmythOS workflows on real data. This will allow you to validate that Ceven is working as expected and give you time to make any necessary adjustments.

  6. Schedule and Cut Over

    Once you've validated that your Ceven workflows are working correctly, schedule a cutover time. This could be during off-peak hours or at a time that minimizes disruption to your business. After the cutover, monitor your workflows closely to ensure everything is running smoothly.

  7. Review and Optimize

    After migrating, review your workflows in Ceven to identify any further optimizations. Ceven's platform may offer new opportunities for automation and efficiency that were not possible in SmythOS.

Why teams switch from SmythOS to Ceven

Teams often switch from SmythOS to Ceven when they need a more comprehensive workflow automation platform. While SmythOS excels at building and managing multi-agent AI systems, it may lack the broader integration and automation capabilities that Ceven offers. Ceven's ability to connect to 1,000+ tools, run end-to-end workflows with AI steps, and include human-approval gates makes it a powerful tool for automating complex business processes.

Additionally, Ceven's no-code capabilities allow for the creation and hosting of custom pages and apps, which can be particularly useful for teams that need to build internal tools or dashboards to support their workflows. This makes Ceven a versatile platform that can adapt to a wide range of use cases and business needs.

What moves over and what doesn't

When migrating from SmythOS to Ceven, the focus is on moving your workflows and automations, not the underlying data or AI models. You will need to rebuild these workflows in Ceven, which can be an opportunity to consolidate and optimize them. This means that the logic and structure of your workflows will move over, but the specific implementation details will need to be recreated in Ceven's interface.

What does not move over is the actual AI models and agents you built in SmythOS. These will need to be recreated or re-implemented in a way that is compatible with Ceven's platform. However, Ceven's AI steps can often replicate or enhance the functionality of your SmythOS agents, providing new opportunities for automation and efficiency.

Avoiding the common pitfalls

One of the most common pitfalls when migrating from SmythOS to Ceven is trying to recreate each workflow one-for-one. Instead, focus on the outcomes you want to achieve and build workflows in Ceven that accomplish those goals. This approach allows you to take full advantage of Ceven's unique features and capabilities.

Another common mistake is not validating your Ceven workflows in parallel with your SmythOS workflows. Running both systems side-by-side on real data ensures that you can identify and address any issues before fully switching over. Additionally, be sure to add human-approval gates to any workflows that perform writes to systems of record, ensuring data integrity and minimizing the risk of errors.

Frequently asked

Can Ceven automatically import my workflows from SmythOS?

No, there is no automatic import feature. Migrating from SmythOS to Ceven involves rebuilding your workflows on the new platform. However, this process often results in more streamlined and efficient workflows, as you can consolidate and optimize them during the migration.

What should I do if I encounter issues during the migration process?

If you encounter issues, reach out to Ceven's support team for assistance. They can provide guidance and help you troubleshoot any problems you may be experiencing. Additionally, consider joining Ceven's community forums to connect with other users who may have gone through a similar migration process.

How can I ensure a smooth transition from SmythOS to Ceven?

To ensure a smooth transition, plan your migration carefully and allow plenty of time for testing and validation. Run your new Ceven workflows in parallel with your SmythOS workflows on real data to ensure they are working as expected. Additionally, schedule your cutover during off-peak hours to minimize disruption to your business.

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