⬥ LIVE PRODUCT DEMONSTRATIONS

Product Demo Suite

What is this tool?

This product demo suite showcases the VigyanLLM platform's autonomous biomedical AI workflows including the Consensus Pipeline, Smart Switch, and VigyanLLM Primer design tool. It is intended for researchers and lab directors evaluating VigyanLLM for their institution.

A full platform tour plus three autonomous biomedical AI workflows — each recorded live inside VigyanLLM. No narration, no overlays, no staging. This is the real product.

Last updated: July 2026 · Reviewed by VigyanLLM Research Team

product demo.mp4 PLATFORM

Full Platform Tour

Complete VigyanLLM web features walkthrough
A complete product walkthrough covering the VigyanLLM web interface, feature navigation, research workflows, project creation, and output review in one place.
What you're seeing
  • ▸End-to-end website and product feature overview
  • ▸Workflow navigation and project-level user experience
  • ▸Biomedical tools shown together as one platform experience
  • ▸Recommended first watch before the individual workflow demos
Runtime: product tour Request a Lab Demo →
consensus_pipeline.mp4 DOCKING

Consensus Pipeline

Multi-engine molecular docking with structural consensus scoring
Runs Smina, Vina, and Gnina in parallel against a PDB target. Scores are aggregated, poses ranked by RMSD deviation, and the top-binding conformation is returned.
What you're seeing
  • ▸Smina, Vina, Gnina running simultaneously against PDB: 6Y2E
  • ▸Binding affinity (kcal/mol) aggregated across all three engines
  • ▸RMSD matrix computed — top consensus pose identified
  • ▸ESMFold preprocessing for apo-structure inputs
  • ▸Output downloadable as ranked SDF / PDBQT file set
Runtime: ~2 min Try VigyanLLM Primer →
smart_switch_demo.mp4 NLP ROUTING

Smart Switch / Project Forge

Intent-based workflow routing from a single natural language command
A researcher types 'Dock Aspirin to 6Y2E'. Smart Switch parses the biomedical intent, routes to the Consensus Pipeline, scaffolds a project, and begins execution — no form-filling, no configuration.
What you're seeing
  • ▸NLP parser extracts: ligand name, target ID, task type
  • ▸Routing engine maps intent → correct workflow module
  • ▸Project Forge auto-creates job with inputs, outputs, and audit log
  • ▸Supports: docking, primer design, literature mining, ADR detection
  • ▸Fallback disambiguation: ambiguous commands prompt a structured clarification
Runtime: ~2 min Try VigyanLLM Primer →
primerforge_demo.mp4 GENOMICS

VigyanLLM Primer

Thermodynamically validated primer pairs delivered in under 30 seconds
Enter a gene name or NCBI accession. VigyanLLM retrieves the sequence, runs thermodynamic profiling, checks for secondary structures, and returns a validated primer pair — lab-ready.
What you're seeing
  • ▸Accepts: gene symbol, NCBI accession, Ensembl ID, or raw FASTA
  • ▸Outputs: Tm (°C), GC%, amplicon size (bp), ΔG (kcal/mol)
  • ▸Hairpin and primer-dimer risk scores computed via nearest-neighbor model
  • ▸Off-target BLAST check against reference genome
  • ▸Output format: table + downloadable CSV for lab orders
Runtime: ~2 min Try VigyanLLM Primer →

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