Limitations with AI in automations

The following sections describe the limitations and known issues with AI in automations.

Limitations

It is important to understand the limitations with AI in automations, specifically when extracting information from images and PDF documents. These limitations might change in the future; we recommend checking back to this page periodically.

Images

Here are some issues that generative AI models are known to struggle with when processing images:

  • Reading an analog measurement device
  • Extracting information from low-resolution, rotated, or poor quality images
  • Extracting information from images that violate our safety policies
  • Identifying people that aren't celebrities 
  • Counting objects

PDF documents

The following use cases for PDF document extraction might produce unexpected results:

    • Counting objects
    • Images within a PDF document may not be processed properly; small images relative to the size of the PDF are more likely to have processing issues

    About credits and quotas with Gemini in AppSheet Solutions

    When you use Gemini in AppSheet Solutions , you consume  credits based on the number and complexity of the AI tasks that are run by users of the apps owned by creators in your organization. To learn more about how to get and monitor credits for your team or organization, see  Manage credits for Gemini usage

    In addition, in order to ensure fairness and reduce spikes in resource use and availability, AppSheet limits how often an app can call Gemini. To that effect, your usage of AI in automations is restricted by a per-app per-min quota. You can monitor any quota violations for Gemini in AppSheet Solutions using the following:

    If you require assistance with quotas, contact  AppSheet Support

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