The power of HYFTs®: where clarity begins.
Purpose-built for biologics discovery and development. At program onset, the HYFT layer provides instant biological context and can be continuously enriched as programs evolve. One system. Diverse insight. All connected.
01 HYFT
Analyze massive data sets—at once
Screen extensive collections of sequences, compounds, or biologics in parallel using discovery-scale analysis and sub-sequence granularity for deep biological clarity.
02 HYFT
Surface non-obvious patterns and biological context
Reveal functional and structural relationships across vast datasets—uncovering mechanisms, liabilities, and opportunities invisible to traditional analysis alone.
01 HYFT
Analyze massive data sets—at once
Screen extensive collections of sequences, compounds, or biologics in parallel using discovery-scale analysis and sub-sequence granularity for deep biological clarity.
02 HYFT
Surface non-obvious patterns and biological context
Reveal functional and structural relationships across vast datasets—uncovering mechanisms, liabilities, and opportunities invisible to traditional analysis alone.
03 HYFT
Start with as little as a sequence
From minimal input, HYFTs infer structure, function, and activity—delivering biological context and mechanistic understanding instantly.
04 HYFT
Traceable data that strengthens precision
Every datapoint is connected to its biological evidence, delivering transparent, reproducible insights suitable for scientific and regulatory review.
LensAI Bio-Native Suite
Transform your workflow—intelligence to adapt at every stage
Foundation. Exploration. Engineering.
HYFT Base™
Data and Insights Foundation
- Full data integration for single-query access across sequence, structure, and function
- Explore using the power of billions of pre-indexed HYFT patterns to uncover biological connections between targets, mechanisms, and therapeutic relevance
- Start with our framework—or add your data—to instantly access deep biological context, with or without custom inputs
- Continuously enrich and adapt insights as data evolves
Application
Data Management
Target Profiling
Off-target & Cross-reactivity Screening
Antigen Design
Epitope Prediction
Epitope Specificity Analysis
Protein Structure Prediction
GMX (MD applications)
HYFT Matrix™
Exploration Layer
- Uncover hidden candidates that share critical patterns with top performers
- Prioritize true diversity by scoring across mechanisms, epitopes, formats, and biological context
- Filter faster with biological intelligence to reduce downstream experimentation and refine focus
- Advance with confidence through transparent scoring that shows what matters and why
Application
Affinity Prediction
Developability Assessment
Epitope Mapping
Hit Expansion
Hit Selection
Immunogenicity Screening
HYFT Prime™
Engineering and Design Engine
- Multi-dimensional optimization — immunogenicity, affinity, and developability in one integrated loop
- Refine and select using multi-dimensional biological evidence, not isolated properties
- Advance molecules engineered for performance, scalability, and clinical translation
- Generate de novo candidates through LensAI reasoning over HYFT molecular fingerprints
Application
Epitope Mapping
Developability
Humanization
Binding Affinity
Immunogenicity
pH Selectivity
HYFT Base™
Data and Insights Foundation
HYFT Base™
Data and Insights Foundation
- Full data integration for single-query access across sequence, structure, and function
- Explore using the power of billions of pre-indexed HYFT patterns to uncover biological connections between targets, mechanisms, and therapeutic relevance
- Start with our framework—or add your data—to instantly access deep biological context, with or without custom inputs
- Continuously enrich and adapt insights as data evolves
Application
Data Management
Target Profiling
Off-target & Cross-reactivity Screening
Antigen Design
Epitope Prediction
Epitope Specificity Analysis
Protein Structure Prediction
GMX (MD applications)
HYFT Matrix™
Exploration Layer
HYFT Matrix™
Exploration Layer
- Uncover hidden candidates that share critical patterns with top performers
- Prioritize true diversity by scoring across mechanisms, epitopes, formats, and biological context
- Filter faster with biological intelligence to reduce downstream experimentation and refine focus
- Advance with confidence through transparent scoring that shows what matters and why
Application
Affinity Prediction
Developability Assessment
Epitope Mapping
Hit Expansion
Hit Selection
Immunogenicity Screening
HYFT Prime™
Engineering and Design Engine
HYFT Prime™
Engineering and Design Engine
- Multi-dimensional optimization — immunogenicity, affinity, and developability in one integrated loop
- Refine and select using multi-dimensional biological evidence, not isolated properties
- Advance molecules engineered for performance, scalability, and clinical translation
- Generate de novo candidates through LensAI reasoning over HYFT molecular fingerprints
Application
Epitope Mapping
Developability
Humanization
Binding Affinity
Immunogenicity
pH Selectivity