Radiology AI is moving from conference demos to daily infrastructure. The winning products will not be the ones with the loudest model claims; they will be the ones that fit into PACS, RIS, reporting habits, and governance.
From isolated features to integrated flow.
The first wave sold buttons for specific findings. The next wave disappears into the reporting flow: it fills a section, suggests a guideline, highlights a missing detail, or routes a critical alert without forcing a separate screen.
Good radiology AI is the AI the radiologist no longer has to think about.