From Research to Global Impact
VigyanLLM is progressing through structured milestones — from core AI validation through clinical partnerships to full commercial deployment. Here is where we are and where we are heading.
Scientific Engine & Multi-Agent Core
46 specialized training batches. 320,000+ medical and genomic records ingested. Three-agent pipeline (Core, SubBrain, ChinhAI) producing research-grade outputs. Sovereign Cold Core architecture live.
Real Client-Side AI/ML
Replacing simulated layers with TensorFlow.js. Advanced search (TF-IDF, BM25) and semantic embeddings directly in the interface for offline-capable inference.
Enterprise UX & Multi-Tenant Architecture
Institutional deployments with role-based access, collaborative workspaces, and enterprise API controls for universities and biotech startups.
Healthcare Regulatory Compliance
Planned implementation of HIPAA, GDPR, and FDA 21 CFR Part 11 architectures. Hardened audit trails for hospital deployments and clinical workflows. (Target: Q1 2027)
Technical Validation Milestones
Technical Validation
Core AI pipeline validated on 46 domain-specific training batches with proprietary inference engine and multi-agent verification.
Clinical & Research Partners
Deployment with institutional research partners for real-world validation across genomic, clinical, and pharmaceutical workflows.
Commercial Scale
Multi-tenant enterprise platform with role-based access, compliance certifications, and global researcher onboarding.