Claripulse vs. Manual MAUDE Search

The FDA MAUDE database is the most comprehensive public source of medical device adverse event reports in the world. Anyone can search it. The problem isn't access. It's what happens after you run a search.

A typical query returns hundreds or thousands of raw reports. Each one is a wall of unstructured text: device identifiers, event descriptions, patient outcomes, manufacturer narratives. To spot a genuine safety signal, you need to read enough of these reports to notice patterns, then figure out whether the pattern is statistically meaningful or just noise.

That process doesn't scale.

Most teams check a handful of devices when they have time. Signals for less-watched devices go unnoticed until someone else raises the alarm. And even when you do search, MAUDE doesn't tell you whether a device's current reporting volume is normal or elevated. Five adverse event reports in a month might be routine for a high-volume device and a serious red flag for a niche one. Without a baseline, you're guessing.

Then there's the problem of new failure modes. When a device starts generating reports about something it's never been flagged for, that's exactly the kind of early signal that matters most for post-market surveillance. But catching it manually would require reading every new report and remembering every previous one. Nobody does that.