Therapeutic Biologics Research

Exponential power to engineer better therapeutics

From early discovery through development, MindWalk integrates validated Bio-Native AI, deep data, and advanced lab research into a customizable ecosystem engineered to drive precision, deepen diversity, and advance discovery with confidence.

Let's partner

Workflows that change the game

Contributed to advancing 15+ clinical candidates

Precision biologic insight driven by AI, data, and advanced lab research—designed to eliminate blind spots and accelerate success across complex discovery programs.

Continuity, seamless handoffs
One workflow bridging target analysis to clinical readiness

Stronger starts
Risks addressed early to minimize costly late-stage attrition, before they derail downstream progress

360° intelligence with transparent insight
Powered by LensAI™, integrated biological and functional data provide a transparent, explainable view of every candidate’s strengths and risks

A customizable ecosystem

No two programs are alike. Our approach adapts to your challenges with diversity-driven workflows designed to surface rare candidates with the highest clinical potential in the most efficient way possible, to reduce experimentation.

One system + Connected intelligence + Transformative outcomes

Therapeutics - Speed Diversity Confidence Graphic

Speed

  • Stronger starts
  • Up to 3x faster to clinic

Integrated workflows cut iterative cycles and compress timelines—flagging critical risks early so you move faster and with greater efficiency.

Diversity

  • Rare, high-value candidates revealed early
  • Deep insight across phenotypic diversity exposes what conventional approaches alone often miss

Unparalleled breadth of data adds depth—revealing opportunities that drive discovery forward.

Confidence

  • Discovery de-risked
  • Contributed to advancing 15+ clinical candidates
  • >98% B cell Select™ success rate

Deep biologic data and predictive modeling flag risks early, while functional validation supports advancing the right candidates.

Therapeutics - Speed Diversity Confidence Graphic

Speed

  • Stronger starts
  • Up to 3x faster to clinic

Integrated workflows cut iterative cycles and compress timelines—flagging critical risks early so you move faster and with greater efficiency.

Diversity

  • Rare, high-value candidates revealed early
  • Deep insight across phenotypic diversity exposes what conventional approaches alone often miss

Unparalleled breadth of data adds depth—revealing opportunities that drive discovery forward.

Confidence

  • Discovery de-risked
  • Contributed to advancing 15+ clinical candidates
  • >98% B cell Select™ success rate

Deep biologic data and predictive modeling flag risks early, while functional validation supports advancing the right candidates.

Revealing what was once unseen

Every discovery holds hidden biologic patterns that reveal what to pursue, refine, or reimagine. MindWalk integrates intelligent analysis with experimental depth to interpret those patterns—an approach designed to deliver more effective therapeutics.

Your success is our success

Collaboration drives every project. We listen, adapt, and align with your goals, applying scientific and technological rigor with advanced workflows to deliver reliable insights and accelerate timelines. Success is measured by how far your discoveries advance.

“LensAI solves a foundational problem—making biological data interoperable and accessible at scale. It brings context into view, giving us the kind of resolution you’d expect from modern data systems—and that changes everything.” - Jeff Fried, Advisory Board Member, MindWalk

Where our research makes a broad impact

Oncology  +  Infectious Disease  +  Neurodegeneration  +  Metabolic Disease  +  Rare Disease  +  Inflammation  +  Market Kits

Let's connect

Biologics discovery across complex targets

Contributed to 15+ molecules advancing to the clinic

Antibody discovery + development

LensAI Bio-native Intelligence Suite:

  • HYFT Base™ Data Integration and Insights: Target Profiling, Off-target & Cross-reactivity, Antigen Design, Epitope Prediction, Epitope Specificity Analysis, Protein Structure Prediction, GMX (MD Applications)
  • HYFT Matrix™ Exploration Engine: Epitope Mapping, Affinity Predictions (MD), Hit Selection, Developability Assessment, Immunogenicity Screening, Hit Expansion
  • HYFT Prime™ Design Generator & Optimizer: Humanization, De-risk Engineering, Binding Affinity Optimization, Target Specificity and Selectivity

Integrated Therapeutic Discovery AI/Data/Lab:

Target

  • Target Analysis
  • Tool Generation
  • HYFT Base

Discovery

  • Immunization Strategies
  • B cell, Hybridoma and Yeast Display Discovery
  • De novo Design
  • HYFT Matrix & HYFT Prime

Leads

  • Lead Characterization
  • Lead Optimization
  • Protein Engineering and Production
  • HYFT Matrix & HYFT Prime

Candidate Selection

  • Research Cell Bank Generation

Functional selection

  • Internalization
  • Neutralization
  • Epitope Mapping
  • Affinity, Specificity, Developability
  • Custom Cell-based and Plate-based Assays

Species Diversity

Rabbit + Chicken + Camelid + Mice

Immunization Strategies

Protein + Genetic + Peptide + Whole Cell

Format Options

  • Full-length IgG
  • Bispecific Antibodies (bsAbs)
  • VHH / Nanobody
  • scFv, Fab, F(ab’)2
  • Custom Formats
  • Fusion Constructs

Expanding discovery innovation

Vaccines + Peptide Therapies + Cell Therapies + Other Biologics

Let’s shape the future

One biointelligent ecosystem,
explore partnership opportunities 

Change tomorrow

Trusted by 19 of the top 20 pharma companies, next-gen biotechs, and top research institutions.

Trusted State graphic point, 19 form 20

Take the first step

Let’s change the future of human health

Case Studies

See validated insights that redefine workflows and optimize discovery success.

Read more

Scientific Posters

Discover how MindWalk powers smarter, faster paths from concept to clinic.

Read more

Blogs

Explore latest ideas reshaping the future of discovery.

Read more

Four ways to access MindWalk

We build it

Customizable offerings in biologics discovery—from target analysis to optimized leads.

Read more

You build it

Access to state-of-the-art LensAI SaaS Platform.

Read more

The Vault

Smarter starts: a portfolio of partner-ready assets.

Read more

Partnership

We are proud to partner with the best in pharma, biotech and academia organizations. Join us in creating future of human health.

Read more