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

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

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, […]
Tahoe Therapeutics and Alloy Therapeutics to Form Joint Venture and Develop First-in-Class Antibody-Drug Conjugates for Hard-to-Treat Cancers

The new company combines Tahoe’s AI-powered target discovery engine with Alloy’s industry-leading ADC development capabilities to advance two first-in-class oncology programs built on deeply validated tumor targets.
Webinar: Unlocking Smarter Antibody Selection Strategies

Download our webinar on unlocking smarter antibody selection strategies to improve clinical success potential through integrated in vitro and in silico developability assessments. Watch now Webinar Overview: Many promising antibody therapeutics fail in development due to poor biophysical properties that can impact PK, stability, and manufacturability. This webinar presents an integrated strategy for early-stage developability […]
Overcoming challenging targets in antibody discovery
Webinar Overview: Unlock solutions for your most challenging targets with this webinar that demonstrates how Alloy Therapeutic’s precision approach to antibody discovery delivers results. This technical discussion explores: The power of hyperimmune mice: Benefit from ATX-GKH’s enhanced immune responses that produce higher serum titers and increased lymphoid cell output, especially valuable for high homology Streamline […]
Identify functional chimeric antigen receptors three months faster with Alloy’s end-to-end CAR discovery
Webinar overview: Looking for a way to accelerate your CAR-T therapeutic development projects? This presentation highlights how Alloy’s comprehensive platform and expertise can enable you to: Streamline end-to-end CAR discovery: Learn how Alloy’s full stack technologies enable discovery and screening of functional CARs with unprecedented speed and cost efficiency, overcoming limitations of conventional two-step processes. […]
Discover TCR mimic antibodies that Target Previously “Undruggable” Intracellular Proteins with Keyway™ TCR
Webinar Overview: Unlock access to intracellular protein targets and maximize TCRm/TCR-based therapeutic antibody discovery with this presentation by Dr. Dongxing Zha that reveals how Alloy’s proprietary Keyway™ TCRm Discovery Platform and expertise can: Overcome challenges to intracellular protein-targeted drug discovery: Learn how the Keyway™ TCRm Discovery Platform identifies TCR mimic (TCRm) antibodies that target intracellular […]
Accelerating Bispecific Discovery with the Alloy Common Light Chain Platform
Webinar Overview Discover the full potential of bispecific antibody therapeutics and how to accelerate their discovery during this presentation by Dr. Lucy Liu that reveals how Alloy’s technologies, services, and expertise is able to: Accelerate bispecific antibody discovery: Learn how the Alloy Common Light Chain (CLC) human, transgenic platform streamlines bispecific antibody discovery and development, […]
Accelerating Therapeutic Discovery: ATX-Gx™ Human, Transgenic Platform

Webinar Overview Ready to dramatically accelerate your therapeutic antibody discovery pipeline? In this presentation, Dr. John “Lippy” Lippincott shares how our ATX-Gx™ human, transgenic mouse platform can help: Accelerate antibody discovery: Learn how this platform, used by 100’s of biotechs and large pharma, can significantly speed up the identification of therapeutic antibody candidates against diverse […]
Alloy Therapeutics Announces Institutional License Agreement with Scripps Research for its ATX-Gx™ Platform for Fully Human Antibody Discovery
— Agreement provides Scripps Research scientists with broad access to Alloy’s fully human transgenic mouse platform, which has the power to increase the pace and success rate of antibody discovery and vaccine development efforts. — BOSTON, Mass., October 30th, 2024 – Alloy Therapeutics, a biotechnology ecosystem company dedicated to democratizing access to biologics drug discovery platforms […]