Avi Veidman, CEO, Nucleai | Onyx Live | JPM 2026
90% of oncology drugs fail in clinical trials - costing billions and, more importantly, delaying life-saving treatments for patients who need them now.
90% of oncology drugs fail in clinical trials - costing billions and, more importantly, delaying life-saving treatments for patients who need them now.
Will large pharma's AI adoption and deployment to drug development redefine biotech's role and business model?
38 trillion bacteria live in your gut — yet most microbiome tests can only identify them at the genus level, missing the strains that actually matter.
Hundreds of thousands of spine fusions are performed each year, but implant choice is still often limited to standard sizes.
Personalis is betting that detecting relapse at the molecular level, before it becomes radiographically obvious, can change how cancer is monitored and managed.
Biopharma’s boom-era org charts are giving way to leaner, faster operating models. Slone Partners CEO, Leslie Loveless, says the edge now goes to pragmatic builders: “The companies that win right now are hiring leaders who can do more with less.”
After years studying Stargardt’s natural history, Belite Bio’s Dr. Hendrik Scholl is championing Tinlarebant as a practical early intervention - “Intervention is simply one pill a day - and we are able to slow down the progression of disease by more than one-third.”
Belite is positioning Tinlarebant for regulatory submission after Phase 3 Stargardt data, emphasizing the long-term safety burden of a systemic, lifelong oral therapy: “For a lifelong treatment, the safety bar is about as high as it gets.”
Copper replacement formalizes care for a fatal pediatric metabolic disorder.
Outpace Bio is using AI-powered protein design to build “software and hardware” into engineered cells aimed at durable solid-tumor responses. For CEO Marc Lajoie, “efficacy is still the fundamental problem that needs to be solved - efficacy and safety.”
“Everything that’s good for patients delivers extraordinary value for biopharma - that overlap is the entire company,” says Shashi Shankar, CEO. From symptom tracking to AI-driven normalization, Novellia builds patient-first data infrastructure that scales into biopharma-grade intelligence.
As pharma’s demand for real-time lab intelligence accelerates, Prognos Health is leaning in - and after six or seven years of building, the company now sees “a real path to delivering 20 billion health insights by 2050”, says CEO Sundeep Bhan.
Vivodyne’s automated human-testing platform aims to deliver unprecedented scale, reproducibility, and biological fidelity in preclinical drug testing - powered by patient-derived tissues that “already know the instructions,” as CEO Andrei Georgescu puts it.
With Bridgewater online and global facilities underway, Cellares is moving from platform development to commercial execution. CEO Fabian Gerlinghaus says, “Our factories can produce as many therapies as ten manual facilities - with just ten percent of the people.”
Paula Brown Stafford argues that real differentiation now comes from pairing global operations with smart, disciplined innovation. “We're adding AI as a teammate, but we still need our team to have their own expertise to ask the right questions.”