BioAssayAI
Transform Laboratory Research with Intelligent Assay Analytics
Harness machine learning to optimize protocols, predict outcomes, and accelerate discovery. DEMO platform only - NOT for clinical use.
🔬 Try the Assay Intelligence Demo
Search for assay protocols using format: ASSAY:TARGET
This demo returns AI-optimized protocol suggestions and predictive analytics for common laboratory assays.
🚀 Intelligent Features
Protocol Optimization
ML-driven protocol refinement based on millions of historical runs
Predictive Analytics
Forecast assay success rates and identify failure points before they occur
Cross-Platform Harmonization
Standardize assays across different instruments and laboratories
Real-Time QC
Continuous quality monitoring with instant anomaly detection
Assay Selection AI
Intelligent recommendations for optimal assay selection
Performance Tracking
Comprehensive metrics and trend analysis for continuous improvement
📈 AI Performance Impact
Based on analysis of 2.5M+ assay runs across 500+ protocols. Results demonstrate significant improvements in success rates, reproducibility, and cost efficiency.
⚙️ Technical Capabilities
Supported Assay Types
- Immunoassays (ELISA, Western Blot, Flow Cytometry, IHC)
- Molecular Diagnostics (qPCR, RT-PCR, ddPCR, LAMP)
- Next-Generation Sequencing (WGS, WES, RNA-Seq, ChIP-Seq)
- Gene Editing (CRISPR/Cas9, Base Editing, Prime Editing)
- Mass Spectrometry (LC-MS, GC-MS, MALDI-TOF)
- Cell-Based Assays (Viability, Proliferation, Migration)
API Integration
GET /api/assays/{assay_id}.json
Authorization: Bearer YOUR_API_KEY
Response: {
"id": "ELISA:IL6",
"ai_optimization": {
"confidence_score": 0.98,
"success_prediction": "98.5%",
"recommended_adjustments": [...]
}
}🏢 Acquire BioAssayAI.com
Premium domain perfect for companies building the future of laboratory intelligence:
- AI-powered LIMS/ELN platforms
- Assay development and optimization tools
- Contract Research Organizations (CROs)
- Diagnostic assay manufacturers
- Biotech R&D platforms
DISCLAIMER: This API demo environment is designed solely for demonstration of laboratory automation capabilities. All sample data is artificial and should NOT be used for clinical decision-making,diagnostics, research or production purposes. All endpoints return simulated data.