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Migration guideAgent builderUpdated 2026-06-30

How to Migrate from Letta to Ceven

Migrating your AI agent workflows from Letta to Ceven involves rebuilding your workflows and re-authorizing your connected apps. This guide will help you through the process, ensuring a smooth transition.

Letta is a platform for building stateful AI agents with long-term memory, while Ceven 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/apps.

Migrate from Letta to Ceven in 6 steps

  1. Inventory Your Workflows

    Start by listing all your Letta AI agent workflows. Document their outcomes, connected apps, and any specific configurations. This inventory will guide your rebuild process in Ceven.

  2. Connect Your Apps in Ceven

    Re-authorize the same apps in Ceven that you used in Letta. Ceven supports a wide range of integrations, making it easy to connect your existing tools.

  3. Describe the Outcomes

    Instead of recreating each workflow one-for-one, focus on describing the desired outcomes. This approach allows you to leverage Ceven's capabilities, such as AI steps and human-approval gates, to build more robust and flexible workflows.

  4. Add AI Steps and Approval Gates

    Enhance your workflows by adding AI steps and human-approval gates where Letta was brittle. This ensures better control and accuracy in your automated processes.

  5. Validate in Parallel

    Run both Letta and Ceven workflows in parallel on real data. This allows you to compare results and ensure that your Ceven workflows are functioning as expected before fully transitioning.

  6. Schedule and Cut Over

    Once you've validated your Ceven workflows, schedule the final cutover. Ensure all stakeholders are informed and ready for the transition to minimize disruptions.

Why teams switch from Letta to Ceven

Teams often switch from Letta to Ceven because Ceven offers a more comprehensive platform for AI workflow automation. While Letta excels in building stateful AI agents with long-term memory, Ceven provides additional capabilities such as connecting to 1,000+ tools, running end-to-end workflows with AI steps and human-approval gates, and building and hosting no-code pages/apps. This makes Ceven a more versatile and powerful solution for teams looking to automate complex workflows.

What moves over and what doesn't

When migrating from Letta to Ceven, your workflow logic and outcomes can be recreated, but the specific configurations and settings used in Letta will need to be manually rebuilt in Ceven. Ceven does not support automatic import of Letta workflows, so you will need to re-authorize your connected apps and describe the outcomes you want to achieve. However, this process allows you to leverage Ceven's advanced features, such as AI steps and human-approval gates, to create more robust and flexible workflows.

Avoiding the common pitfalls

One common pitfall when migrating from Letta to Ceven is attempting to recreate workflows one-for-one without considering the unique capabilities of Ceven. Instead, focus on describing the desired outcomes and leveraging Ceven's advanced features to build more capable workflows. Another pitfall is not validating your Ceven workflows in parallel with your Letta workflows. Running both systems simultaneously on real data ensures that your Ceven workflows are functioning correctly before fully transitioning. Additionally, ensure that you add human-approval gates on writes to systems of record to maintain data integrity and control.

Frequently asked

Can Ceven automatically import my Letta workflows?

No, Ceven does not support automatic import of Letta workflows. You will need to rebuild your workflows in Ceven, which often results in consolidating into fewer, more capable workflows.

How long does the migration process typically take?

The migration process can vary depending on the complexity and number of your workflows. However, by following the steps outlined in this guide, you can streamline the process and ensure a smooth transition.

What support does Ceven offer during the migration process?

Ceven provides comprehensive documentation and customer support to assist you during the migration process. Their team can help you connect your apps, describe your outcomes, and validate your workflows to ensure a successful transition.

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