Catch Adverse Events before They Scale
Passive reporting misses 94% of adverse events—turning commercialization into a risky real-world trial. We replace reactive surveillance with continuous, deterministic prediction.
Replace reactive monitoring with predictive certainty. Catch biological failures before they spread.
Predict outcomes for high-value rare diseases—the limited-data populations that standard statistical models miss.
Unlike generative AI, we enforce strict biological ground truth. We don't guess; we calculate.
Catch Device Failures before They Cascade
Post-market surveillance relies on lagging indicators—turning human implantation into a risky real-world trial. We replace reactive recall management with continuous, deterministic prediction.
Replace reactive post-market surveillance with predictive certainty. Catch material degradation and tissue rejection before they cascade into a recall.
De-risk your 510(k) and PMA submissions. Predict long-term biocompatibility for the specific, complex human phenotypes that standard mechanical testing misses.
Unlike standard generative AI, we enforce strict biological and physical ground truth. We don't guess probabilistically; we calculate the deterministic physics of failure.
Stop catastrophic recalls before they happen.