Maeve Flanagan

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Reviews by Maeve Flanagan

• AIATELLA· Jan 16, 2026

  ★★★★★

  Configuration tools are almost always the thing nobody talks about in a medical imaging review. Everyone focuses on the AI accuracy, the detection rates, the clinical outputs. But for a small team like ours, the admin layer is where you live or die, and AIATELLA genuinely got this right. Permissions are granular without being a maze. I can set up a new user, define their access scope, and have them running within fifteen minutes. That's not a boast, that's just what happened the third time I onboarded a locum cardiologist for a short-term engagement.

  About a year in, I can say the configuration experience has stayed consistent. No surprise permission resets after updates, no cryptic error states when roles overlap. The workflow customization panel took me a couple of sessions to fully understand, mostly because the cardiovascular-specific terminology in the settings menus assumes some clinical context. A short explainer doc would help new users who come from an IT background rather than a clinical one. That's my one real note.

  What surprised me most is how the admin side scales down. So many enterprise tools are built for 200-seat deployments, and you feel the awkwardness when you're running a lean operation. AIATELLA's interface doesn't punish you for being small. The portable ultrasound screening workflow integrates into the same permissions architecture as the main imaging platform, which saves my team real coordination headaches. Customer support has been responsive whenever I've hit edge cases, usually within a business day. For what they're charging at this stage of their growth, the value is genuinely hard to argue with.