What's New?
Previously, MARA took user inputs, automatically generated plans, and executed them immediately. While effective, this method sometimes struggled when multiple tools existed for similar tasks. This led to scenarios where the generated plan technically worked but didn't align precisely with the user's specific objectives.
Now, MARA's enhanced workflow planning offers users greater flexibility, visibility, and control:
Step-by-Step Plan Generation: MARA takes user prompts and clearly outlines a proposed workflow, step-by-step, without immediate execution. Users can now review, adjust, and confirm each step.

Interactive Workflow Revision: Users can easily revise workflows using natural language, rearrange steps, and clearly visualize tool dependencies and outputs at every stage. MARA retains all necessary context, ensuring smooth transitions between tools and steps.


Save, Run, and Share Workflows: Workflows can now be saved at any stage, either before initial execution or after successful completion. Once saved, these workflows become accessible organization-wide, facilitating easy duplication and customization. This allows anyone in the organization to then reuse and amend a workflow to their specific needs for a similar project.

Example Use Case
Below is a short video demonstrating a typical docking experiment workflow:
- Planning a complete docking experiment
- Reviewing and revising the initial plan
- Adjusting steps by rearranging tools
- Executing and saving the finalized workflow
- Adding a final docking evaluation step to ensure desired outcomes
How the New Process Saves You Time:
The updated MARA workflow significantly reduces inefficiencies associated with:
- Overcoming limitations of LLMs in understanding high-level scientific workflows
- Manually constructing workflows step-by-step
MARA’s new approach ensures consistent, accurate, and efficient workflows—eliminating potential "hallucinations" or unintended changes over time. Your team can trust workflows to remain reliable day after day.
Additionally, MARA streamlines handling batch inputs and outputs between tools, further accelerating daily operations.
Want to optimize your team's productivity?
Contact sales@nanome.ai to schedule a demo or use this calendar link to directly schedule a meeting at a time that works best for you and your team!
Written by:
Joseph A. Laureanti, PhD and Edgardo Leija