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PROTiQ – ML/AI Protein Design
Smarter Protein Discovery. Faster Decisions.
PROTiQ™ is an integrated protein intelligence platform that combines computational design, experimental validation, and data-driven optimization to accelerate the discovery and development of high‑performance biologics. Designed for biotech, pharma, and diagnostics innovators, PROTiQ helps teams move from concept to confident lead candidates with greater speed, precision, and predictability.
What is PROTiQ?
PROTiQ is a modular, end‑to‑end Protein Intelligence Platform that unifies in silico protein design, developability assessment, and wet‑lab validation into a single, streamlined workflow. By integrating advanced modeling with real experimental data, PROTiQ reduces trial‑and‑error, shortens development timelines, and improves candidate quality.
Whether you are engineering antibodies, enzymes, or novel protein scaffolds, PROTiQ delivers actionable insights at every stage of discovery.
Core Capabilities
Computational Protein Design & Optimization
- De novo and guided protein design
- Sequence and structure optimization
- Affinity, specificity, and stability prediction
- Multi‑parameter optimization across performance and developability
Developability & Risk Assessment
- Aggregation and solubility prediction
- Stability and expression forecasting
- Immunogenicity and liability screening
- Early identification of manufacturability risks
Experimental Validation
- Rapid expression and screening workflows
- Biophysical and functional assays
- Iterative design‑build‑test‑learn cycles
- Data feedback loops to refine models
Data Integration & Analytics
- Centralized project data management
- Cross‑project learning and benchmarking
- Transparent decision support for lead selection
- Custom reporting for internal teams and partners
Designed for Biologics Innovation
PROTiQ supports a broad range of biologics applications, including:
- Monoclonal and multispecific antibodies
- Antibody fragments and alternative formats
- Enzymes and catalytic proteins
- Diagnostic and research reagents
- Novel protein therapeutics
The platform is format‑agnostic and adaptable to both early discovery and lead optimization programs.
Why PROTiQ?
Faster Timelines
Reduce discovery cycles by prioritizing high‑probability candidates earlier.
Better Candidates
Optimize not just for activity, but for real‑world developability and manufacturability.
Lower Risk
Identify liabilities before they become costly late‑stage failures.
Seamless Collaboration
Computational scientists, biologists, and development teams work from a shared data foundation.
Flexible Engagement Models
PROTiQ can be accessed through:
- Project‑based discovery and optimization programs
- Integrated partnerships with wet‑lab services
- Customized workflows aligned to your internal capabilities
Our team works closely with clients to tailor PROTiQ to specific targets, formats, and development goals.
From Insight to Impact
PROTiQ transforms protein discovery from a linear, trial‑driven process into a data‑informed, adaptive strategy. By combining predictive intelligence with experimental rigor, PROTiQ empowers teams to make better decisions—earlier—and advance stronger biologics with confidence.
Contact us to learn how PROTiQ can accelerate your next protein discovery program.
