
Shionogi’s Dr. Draica on why mild COVID-19 still matters, how XOCOVA blocks replication before symptoms, and why prevention beats treatment.

Shionogi’s Dr. Draica on why mild COVID-19 still matters, how XOCOVA blocks replication before symptoms, and why prevention beats treatment.

Shionogi’s Dr. Draica on why mild COVID-19 can worsen chronic conditions for up to a year — and why prevention matters more than hospitalization data suggests.

Brock.AI’s Hamish Brocklebank on recruiting 8% of all US pancreatic cancer prescribers — paying $2,000 an hour, offering equity, and triple opt-in consent.

Shionogi’s Dr. Draica on why preventative antivirals matter — and how its HIV and flu prevention heritage shaped XOCOVA’s post-exposure focus.

Brox.AI’s Hamish Brocklebank on three levels of digital clone use cases — from HCP content testing and GLP-1 price sensitivity modeling to simulating physician adoption after FDA approval.

Brox.AI’s Hamish Brocklebank on the three approaches to digital twins in pharma — and why only one-to-one clones of real individuals deliver true accuracy.

Shionogi’s Dr. Draica on how XOCOVA blocks viral replication between exposure and symptoms — and why it works even with prior immunity.

Shionogi’s Dr. Draica on why COVID-19 still matters — and why the window between exposure and symptoms is where XOCOVA can intervene.

Brox.AI’s Hamish Brocklebank on why it retired “digital twin” for “digital clone” — and why the distinction matters for pharma research accuracy.

Incubate’s John Stanford on why MFN’s first casualty is the moonshot — and why cancer, Alzheimer’s, and rare disease bear the cost.

Incubate’s John Stanford on why MFN reduces pharma’s appetite for biotech acquisitions — and why that cedes ground to China.

Incubate’s John Stanford on why MFN deals are voluntary in name only — and why the leverage looks a lot like the IRA’s 95% excise tax.

Incubate’s John Stanford on why MFN hits mid-sized pharma harder — fewer products to absorb margin hits and less access to cheap capital.

Fox Rothschild's Marc Wagner on why domestic manufacturing reduces drug shortage risk — and why FDA inspection efficiency is as important as supply chain resilience.

Fox Rothschild's Marc Wagner on how 503A pharmacies and 503B outsourcing facilities fill drug supply gaps — from COVID injectables to GLP-1s.

Fox Rothschild's Marc Wagner on why scaling drug production is so slow — overseas API sourcing, supplier qualification, and FDA site approvals that take years.

Waiting for perfect data before deploying AI is a trap — and why 60-70% accuracy is often good enough to start.

Fox Rothschild's Marc Wagner on why the FDA counts 70 drugs in shortage while ASHP counts 188 — and what's driving the gap.

Pharma's chain of custody model is migrating into food and consumer goods — and becoming a cross-industry differentiator.

Pharma logistics are overqualified by design — and how agentic AI can now optimize across thousands of lanes in days, not months.

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.

Numerof's Michael Abrams on why digital health's cost-savings claims often don't hold up to scrutiny — and why the evidence gap matters.

Numerof's Michael Abrams on why digital health's point-solution era is ending — and why consolidation into broader platforms is the next step.

Numerof's Michael Abrams on why healthcare consolidation is the primary driver of rising employer costs — and why there's no end in sight.

Inovalon's Jen Lamppa on why AI's ability to extract insights from unstructured clinical data is foundational to making RWD usable in trials.