More likely than not, you’ve been using AI tools such as Claude Code for day-to-day work. You may have noticed that when AI needs to look at a data file, it makes use of Python, writes a small script, runs it, and then reads the output. This works, although it is slow, and the agent guesses column names and types and doesn’t really check them.