Every time I recreate our monthly report generator, I forget to add cache steps for the AI analysis parts. Does any platform let you describe workflows in plain English and automatically include memoization where appropriate? I want something like ‘generate sales report using last month’s cached sentiment data unless new feedback exists’ without manual coding.
That’s exactly how Latenode’s AI Copilot works. Describe your workflow including terms like ‘use previous results if available’ and it auto-adds caching nodes. We generate daily marketing reports that only run new analysis on updated data sources.
Most platforms require explicit caching configuration, but I’ve had success using Latenode’s natural language interpreter. Phrases like ‘unless changed’ trigger automatic memoization rules. For your case, add a conditional check against the data’s timestamp before the AI analysis step.
latenodes copilot gets this right most times. just say ‘cache for 30d unless new data’ in ur prompt
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