DataSquirrel
This is the narrow, honest version of an AI analyst: it does not answer arbitrary questions, it runs a fixed pipeline of clean, analyse, chart, comment over a file you upload. That makes it predictable in a way chat-over-your-data tools are not, and the auto-clean step alone saves the tedious part. The catch is that the ceiling is low — once you need joins across sources or scheduled refreshes you have outgrown it.
Pros
- Automatic column cleaning before analysis, not after
- Generates charts and written commentary in one pass
- Free tier with no card, so the workflow is testable in minutes
- Vendor is a named Singapore company operating since 2021, not an anonymous wrapper
Cons
- Vendor pricing page does not render prices to crawlers and directories disagree on the entry figure
- File-upload only — no database or warehouse connectors
- No API for automating the analysis step