On-demand Webinar: From Data to Decisions in Antibody Discovery – Integrating AI/ML

ai/ml

Download our webinar on  Data to Decisions in Antibody Discovery – Integrating AI/ML. Watch now Webinar Overview: In this webinar, Alloy will share practical, production-grade AI/ML workflows for candidate selection, developability triage, and optimization. We’ll cover what works today, what doesn’t, and how integrated data infrastructure and high-throughput make-test loops turn models into compounding advantage. […]

Alloy Therapeutics Enters Into Agreement to Advance Novel Antibody Discovery Platform

Alloy Therapeutics antibody discovery platform

BOSTON — March 17, 2026 — Alloy Therapeutics, Inc. (“Alloy”), a biotechnology ecosystem company dedicated to democratizing access to cutting-edge drug discovery technologies, today announced an agreement with AbbVie to develop a new antibody platform to discover potent, specific, and effective antibodies against targets that are difficult to address with current technologies. As part of […]

AI/ML in Antibody Discovery: What Works, What Doesn’t, What’s Next

AI/ML in antibody discovery

Traditional antibody discovery is a war of attrition: screen thousands of candidates, fail late, and repeat. AI/ML changes that calculus by shifting failures from late and expensive to early and cheap. The result is fewer wet-lab cycles and a higher probability that the molecules you carry forward actually behave like drugs, while at the same time integrating learnings from failures at every stage. 

From Data to Decisions in Antibody Discovery: Integrating AI/ML

Integrating AI/ML

WEBINAR Register for our upcoming webinar on integrating AI/ML workflows to drive smarter antibody selection, developability triage, and lead optimization. Tue, Mar. 31 | 11:00 AM EST Register Now Webinar Overview: AI/ML is reshaping antibody discovery, not by replacing the lab, but by making every wet-lab cycle smarter. In this webinar, Alloy will share practical, […]

Accelerated Antibody Discovery for Complex Fibrosis Targets

de-risking antibody discovery

Accelerating Antibody Discovery for Challenging Fibrosis Targets Download Case Study Contact Us Advancing a first-in-class fibrosis program against complex biology This case study highlights how Alloy’s antibody discovery platforms and execution model enabled Mediar Therapeutics to move a complex fibrosis program forward with speed and confidence, despite biological and technical barriers that stalled conventional discovery […]

Leveraging Human Lambda Light Chains in Antibody Discovery

de-risking antibody discovery

Harnessing the potential of human lambda light chains in antibody discovery Download White Paper Contact Us Expanding antibody discovery potential with human lambda light chains Despite the kappa/lambda ratio in human circulation being between 1.5 and 2, therapeutic antibodies remain heavily biased toward kappa light chain usage. Our white paper explores how Alloy’s ATX-GL platform […]

De-risking antibody discovery through comprehensive developability profiling

de-risking antibody discovery

De-risking antibody discovery through comprehensive developability profiling Download Tech Note Contact Us Select leads with confidence by integrating biophysical assays, computational analysis, and clinical benchmarking from the earliest stages of discovery. Despite strong target binding, many therapeutic antibodies fail late in development due to preventable issues related to stability, manufacturability, or pharmacokinetics. Alloy’s integrated developability […]