FDA AI tool Elsa 4.0 and HALO unveiled - Hogan Lovells
PushButton AI Team ·
FDA AI tool Elsa 4.0 and HALO unveiled - Hogan Lovells
The FDA just quietly revealed something that should change how you think about AI tools.
Most businesses buy AI the wrong way. You find a tool, then hunt for a problem it solves. That's why you end u
The FDA just quietly revealed something that should change how you think about AI tools.
Most businesses buy AI the wrong way. You find a tool, then hunt for a problem it solves. That's why you end up with a $200/month subscription collecting dust and a team that never logs in.
The FDA's new AI system flips that entirely. Instead of staff going to the tool, the tool sits inside their existing workflow. It meets people where they already work. No retraining. No new habits forced on a busy team. The work stays the same — the intelligence just shows up inside it.
That's the lesson most AI vendors won't tell you. A tool nobody uses isn't an AI problem. It's an adoption problem. And adoption problems almost always come from disrupting how people already work.
One practical move you can make this week: before evaluating any AI tool, map out one specific task your team does manually, every single day. Then ask only this — does this tool fit inside that task, or does it ask my team to change how they work? That single filter will save you thousands.
Which AI tool did you buy that your team quietly stopped using?
