Pharma AI adoption fails not because of the technology — but because organizations deploy tools before they're ready to use them.

CORXEL’s Dr. Bo Liang on why GLP-1 therapies are a broader chronic disease platform — not just obesity drugs — with benefits across cardiovascular, renal, and metabolic disease.

Why GLP-1s achieving bariatric surgery-level efficacy is the field's most surprising advancement of the past decade.

CORXEL’s Dr. Bo Liang on why small molecule oral therapies will be the long-term winners in a GLP-1 market driven by consumer preference.

CORXEL’s Dr. Bo Liang on why efficacy is no longer obesity medicine's biggest gap — and the four unmet needs that define what comes next.

Numerof's Michael Abrams on why directing employees to the most effective, economical clinicians is digital health's most valuable offering.

Caribou Biosciences discontinues its two allogeneic CAR-T programs, Kamal Biswas makes the case for continuous quality management maturity, and FDA approves Pfizer’s Tukysa as a first-line maintenance therapy in HER2-positive breast cancer.

A passing FDA inspection tells pharma senior leadership very little about whether the next significant revenue vulnerability is already taking shape. But continuous, AI-enabled quality management maturity (QMM) has the potential to do so months before the issue reaches the realm of P&L.