John Sim

A lot of the time, from what I’ve seen with engineering data during migrations, the data entered manually is fragmented, poorly mapped, and often doesn’t follow standards. AI can help clean up maybe 60–80% of it, but when you’re dealing with large amounts of critical data, it’s really hard to fully trust AI tools. The real challenge I believe isn’t processing the data — it’s ensuring accuracy,...