Automatically Rerun Low Confidence Cells in Clay AI Assistants
When using AI assistants in Clay, is there a way to automtically rerun cells that have "low confidence"?
When using AI assistants in Clay, is there a way to automtically rerun cells that have "low confidence"?
Theres a workaround no direct way in clay
There isn't a built-in way to automatically rerun cells specifically based on low confidence (red square icons). However, you can set up conditional runs to control when AI enrichments execute. [1]
You could create a conditional formula in the "Only run if" setting that checks for empty results or specific conditions, then use scheduled columns to automatically rerun enrichments on a recurring basis (daily, weekly, etc.). [2]
For low confidence results (red squares), you'll need to manually review and potentially rerun those cells, as Clay doesn't have an automatic retry feature based on confidence levels.
Is that what you were looking for?
You're right - there's no direct way to automatically rerun cells based on confidence levels. However, you can use conditional runs as a workaround. [1]
For dependent columns that rely on AI results, you can create a formula column using Clay.getCellStatus({{field_id}}) to check if preceding columns have completed, then use this as a condition for reruns.
Is that what you were looking for?
If you need any more help with setting up conditional runs or automating cell reruns, I’m here to assist. Would you like to provide more details about what you’re trying to achieve so we can explore further options?
so how to automate cell reruns?
You can automate cell reruns using scheduled columns. Click the ⛭ icon in the bottom right of your table, then under Run Settings select "Re-run columns on a schedule." [1]
Choose your frequency (hourly for Enterprise, or daily/weekly/monthly for other plans) and decide whether to run all columns or just selected ones.
You can also combine this with conditional runs - set up "Only run if" conditions in your column's Run Settings to control when reruns happen based on specific criteria like empty cells or missing data. [2]
For more complex workflows, you can create a "Run history" table that tracks enrichment results over time by sending table data on each scheduled run. [3]
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If you still need help with automating cell reruns or setting up conditional runs, I’m here to assist. Would you like to share more about your specific use case or any challenges you’re facing?
would love this to be a feature in clay IMO
the ability to run the AI agent till confidence is high
That would be a really useful feature! Currently there's no automatic retry based on confidence levels, but you can set up workarounds using conditional runs and scheduled columns. [1]
You could create a conditional formula in the "Only run if" setting that checks for specific conditions, then combine it with scheduled runs to automatically retry enrichments daily/weekly. [2] The conditional runs help ensure enrichments only run when certain criteria are met, which could include checking for low confidence results.
It's definitely not as elegant as having a built-in "retry until high confidence" feature though!
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If you still need assistance with automating cell reruns or setting up conditional runs, I’m here to help. Would you like to provide more details about your specific use case or any challenges you’re facing?