Biologics Discovery and Development
All-in-one biointelligence
ecosystem
Exponential power to transform drug discovery
Our biointelligence ecosystem integrates AI, deep biological data, and advanced lab research to make complex biology more computable and actionable across discovery and development for therapeutic and anti-drug antibodies, diagnostics, vaccines, and peptide therapeutics. Because no two programs are the same, the platform is designed to adapt to different targets, modalities, and program priorities.
Dengue vaccine
A highly conserved epitope shared across all four dengue virus serotypes identified with LensAI opens new directions in vaccine design, showing how pattern detection at scale expands what can be discovered. Explore the full story.
Bio-Native LensAI
Intelligence built on biological meaning, not just trained on data. LensAI links sequence, structure, function, and literature to generate deeper biological insight—showing how contextual intelligence is advancing molecular discovery.
Epitope Mapping
Molecular precision aligned with x-ray crystallography. A recent LensAI case study shows computational insights reaching crystallographic-level accuracy for epitope mapping, highlighting how predictive context can strengthens experimental confidence.
Advanced Lab Research
Where experimentation meets computation. Advanced lab research, combined with integrated biological data and insights, supports stronger starts, deeper context, and more informed progression toward the clinic.
CaseXCase
A series dedicated to LensAI in action. Each example applies explainable intelligence across discovery workflows—explore how contextual analysis supports insight and measurable outcomes.
Darwin Inspired
Our brand is shaped by the principles of Darwin’s daily walk of observation. MindWalk unites science and technology—a shared path shaped by curiosity and connection.
Customizable ecosystem
An integrated platform built to decipher biological complexities
We’re at an inflection point in biologic discovery—driven by the integration of AI, data, and advanced lab research within a customizable ecosystem that supports greater precision, deeper context, and faster iteration.
Bio-Native AI
Drive discovery. Built to interpret biology from the start, LensAI™ connects molecular, structural, and functional data to support clearer understanding across complex biological systems.
Deep Data Integration
Provide context. HYFTs® link more than 25 billion biological relationships within LensAI, organizing previously siloed data into connected, discovery-ready insight.
Advanced Lab Research
Advance results. With 15+ molecules advanced to the clinic, our lab works closely with partners to generate diverse, high-value leads informed by LensAI analysis.
Research highlights & innovation news
What people are saying:
“The MindWalk Rapid Prime immunization method and their downstream antibody discovery technology proved pivotal to Acumen's success, enabling timely identification of our human immunotherapeutic, sabirnetug, currently in Phase 2 clinical trials.”
Co-Founder and Chief Scientific Advisor, Acumen Pharmaceuticals
“We partnered with MindWalk to generate specific binders against targets in autoimmunity and inflammation. Their proven expertise and customized discovery approach stood out immediately, and results from both their laboratory and LensAI platform exceeded expectations.”
Vice President Discovery, GentiBio
“The B cell Select platform was central in developing our lead immunoinhibitory receptor drug candidates, which are now in phase I/II clinical trials. MindWalk's strategic approach, deep experience and technical know-how were essential to our discovery efforts.”
CSO, OncoResponse
“MindWalk’s LensAI platform, powered by HYFT technology, was central to optimizing our Pan-Amyloid Immunotherapy candidates for neurodegenerative disease. Their in silico screening, developability analysis, and protein engineering accelerated our discovery process and strengthened candidate performance.”
CEO, Amyl Therapeutics
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We are technologists and scientists working side by side. With deep experience in both, we deliver integrated solutions designed to shape the future of discovery.
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Upcoming Events
Join us at an upcoming event.
PMWC 2026
Silicon Valley USA
Mar 4-6, 2026
PEGS Boston
Boston USA
May 11-15, 2026
BioIT World
Boston USA
May 19-21, 2026
HubX Ab Tx - San Francisco
San Francisco USA
Sep 1, 2026
BioTechX Europe 2026
Basel, Switzerland
Oct 6-8, 2026