AI Compliance in Life Sciences: When Machines Start Qualifying Themselves
We spent decades teaching humans how to validate systems. Now the systems are validating themselves—and regulators are scrambling to keep up.
November 3, 2025
We spent decades teaching humans how to validate systems. Now the systems are validating themselves—and regulators are scrambling to keep up.
A patient nearly died because a vital signal was buried inside 3.2 million data points—AI surfaced it in seconds
The moment I saw an AI catch a compliance error that 17 people missed, I realised healthcare’s next ‘employee’ isn’t human.
The first time we watched a patient improve using software—not a pill—we realised healthcare had crossed a line we can’t go back from
The compliance error that cost one pharma team $12M could have been caught—in a virtual model—weeks before it ever happened
Medical imaging AI is projected to hit $100B—but the real question isn’t who builds the best model. It’s who we trust when a life-changing diagnosis is on the line.