Sovereign Biomedical AI
on your infrastructure
VigyanLLM is an Indian sovereign Biotechnology artificial intelligence platform developed for on-premises biomedical research. It provides autonomous primer design, CRISPR guide RNA analysis, and GPU-accelerated molecular docking via Docker (Linux) deployment, with free academic access for Indian institutions and global research labs, ensuring data sovereignty, on-premises artificial intelligence, air-gapped genomics, HIPAA-compliant architecture, US data center deployment.
Integrated molecular biology suite
Production-ready modules covering primer design, sequence analysis, genome engineering, and structural biology — all on-premise.
Primer & PCR Design
24-step primer design pipeline with thermodynamic validation, BLAST specificity, SNP screening, and multiplex optimization.
- VPrime 2.0 — Primer & Probe Design
- PCR Analysis & Multiplex Optimization
- Tm & GC Calculators
Sequence Analysis
Nucleotide BLAST, multiple sequence alignment, and sequence search across public and custom reference databases.
- Sequence Search by Name / Accession
- BLAST with Configurable Databases
- MSA with Conservation Scoring
Genome Engineering
CRISPR guide RNA design with off-target scoring, specificity validation, and exon-level targeting across genomes.
- Guide RNA Design & Scoring
- Off-Target Specificity Check
- Exon / Gene Targeting
Structural Biology
GPU-accelerated molecular docking with scoring functions, binding site analysis, and ligand optimization.
- Protein-Ligand Docking
- Scoring & Binding Analysis
- GPU-Accelerated Computation
Production-ready modules
Every tool is designed for bench scientists — no cloud dependency, no data leaving your institution.
Partnership programs
Designed for academic institutions and enterprise labs that need sovereign AI infrastructure.
Academic Partnership
Free 30-day full-platform access for qualifying university labs. No feature gates, no throttling, full export.
Learn more →Enterprise Inquiry
On-premise deployment, dedicated support, custom integrations, and SLA-backed infrastructure for your lab.
Contact us →Verified Partner
Technology partnerships, reseller programs, and integration collaborations for labs and enterprises worldwide.
Apply now →Built for researchers, by researchers
Every tool is designed around a simple principle: sovereign AI infrastructure that puts labs in control of their data.
100% on-premise, zero external API calls
All computation runs on your hardware. No data leaves your institution. No per-query costs, no internet dependency.
24-step biophysical validation pipeline
Every primer pair passes through thermodynamic checks, BLAST specificity, secondary structure, and repeat masking.
Audit-ready reports, multiple formats
Export results as PDF, CSV, or JSON. IDT and Twist-compatible format for direct oligo ordering.
Built in India. Sovereign AI infrastructure.
Designed and developed in India for global biomedical research. Full data sovereignty, no foreign cloud dependency.
From single primers to high-throughput panels
Whether designing one primer pair or a 96-well panel, the pipeline handles batch design with consistent validation.
Direct academic partnership program
Free access for qualifying university labs. 30-day full-platform evaluation with no feature gates.