Skip to main content

I would like to report a significant degradation in the performance and accuracy of the AI-generated sequence diagrams.

Until recently, your AI functionality worked flawlessly. I’ve been using very clear, consistent prompts, most of which were generated and refined with ChatGPT, and they used to generate precise, correct diagrams immediately on the first try.

However, something seems to have changed in the past few days. I’ve noticed:

  • The AI interface looks different and responds differently to prompts.

  • Instructions that previously worked are now ignored (e.g., “do not use swimlanes” or “label each step as Step 1, Step 2…”).

  • The AI often duplicates actors, misorders steps, or skips key actions.

  • Diagrams are sometimes correct only after 15–20 retries, which never used to be the case.

It seems that either the AI engine or its prompt parser has been modified recently, because this behavior was never a problem before.

This unreliability is starting to impact my workflow significantly, and I'm now actively considering purchasing a separate diagram AI tool to handle sequence process maps more consistently.

Could you please confirm if any updates were made recently to Lucidchart’s AI engine?
And more importantly: how can we restore previous accuracy and behavior?

Hi ​@Hulio1952, thank you for posting in the Lucid Community. I’m sorry to hear you are encountering problems here! I am raising this internally with the development team.

Can you please send a temporary Support PIN for one of the documents that you’re noticing this in? This will allow me to take a closer look at the issue you’re experiencing. For more information on generating a Support PIN, check out this Help Center article. This PIN can only be accessed by Lucid support staff, so you can share the pin directly within this thread.

 

 


PIN :duV9GjDxJPzBx4207175357

 


All recent process diagrams with status “Draft” are incorrectly generated by the AI 


Any update on the issue?


Hi ​@Hulio1952, Thank you for providing that information and for your patience here as we looked into this. I’ve added your post to a report for our development team, logging this issue. They are actively working on getting performance back up.

While we don’t have an estimated timeline for a fix, we understand this issue is impacting your workflow, and we sincerly apologize for the disruption. 

I will update this thread with any new information. Please follow along on this thread for updates, and post any additional questions or concerns below.


Hello,

I would like to request that my previous support ticket regarding the degraded performance of Lucidchart’s AI sequence diagram generation be reopened.

Although the ticket was closed, the issue has not been resolved. The AI continues to produce messy and inconsistent diagrams, with the same problems I originally reported:

  • Ignoring clear and specific prompt instructions (e.g., no nested alternatives, no extra swimlanes, specific ordering of actors).

  • Duplicating actors, skipping or misordering steps.

  • Generating alternative blocks incorrectly despite strict prompt constraints.

  • Producing correct diagrams only after many retries, which was never the case before.

This behavior is still disrupting my workflow significantly, and the AI no longer performs as it did before the change in early July.

Please reopen the ticket so this can remain under active investigation. I am happy to provide fresh examples, document links, or a new Support PIN to assist your technical team.

Thank you for your attention to this matter.


Hi ​@Hulio1952, thanks for following up here! Sorry for any confusion on this community post being marked as ‘solved’. We certainly don’t mean to say that this specific issue has been completely solved, but we mark the ‘best answer’ for the time being so that other users can easily see that this is being worked on by our teams. I am sorry for the confusion here!

I’ve raised this again internally with our development team, and they’ve confirmed that they are still actively working on this. I appreciate your assistance in gathering this additional information for us, and I’ve added your latest comments here to the report for further investigation.

While we don't have an estimated timeline for a fix, we understand this issue is impacting your workflow, and we sincerely apologize for the disruption.

To help you continue your work and move forward in the best way possible, our developer team mentioned an alternative for now could be to make plantuml with ChatGPT and then use our UML code editor to generate the diagram. 

I will update this thread with any new information. Please follow along on this thread for updates, and post any additional questions or concerns below.