Private Local AI Meets Interactive 3D Science & Engineering
Built for R&D labs, deep-tech engineers, and 4,200+ engineering institutions. Run domain-tuned STEM models, 3D CAD, circuit simulations, and verified symbolic math 100% offline with smart GPU + CPU hybrid acceleration.
10+ Critical Industry Problems Solved by Vigyan AI
Generic cloud chatbots fail in deep-tech environments due to IP leakage, math hallucinations, and cloud compute costs. Here is how our sovereign model fleet and offline desktop studio solve high-value enterprise bottlenecks:
Air-Gapped RTL & CDC Verification
The Problem: ASIC designers & foundries cannot send confidential Verilog to cloud APIs due to IP leakage and ITAR export bans.
Vigyan Solution: 100% offline generation of synthesizable IEEE 1364 Verilog, CDC 2-stage synchronizers, and Gray converters running locally with zero network egress.
Zero-Hallucination Symbolic Calculus
The Problem: Cloud LLMs routinely hallucinate calculus limits, contour integrals, and ODE boundary derivations.
Vigyan Solution: Hybrid Neuro-Symbolic SymPy AST engine verifying exact algebraic equivalence (sp.simplify(pred - truth) == 0) before returning results.
In-Chat Parametric 3D Assemblies
The Problem: Engineers waste hours toggling between AI assistants and disconnected, expensive CAD software suites.
Vigyan Solution: Native procedural /cad3d engine rendering live 3D planetary gears, CSG solids, and STL mechanical models directly inside conversational chat.
Autonomous Orbital Trajectory Planning
The Problem: Space startups and aerospace labs pay steep licensing fees for specialized mission astrodynamics packages.
Vigyan Solution: Embedded Keplerian orbit engine calculating vis-viva velocities, Hohmann transfer Δv, and orbital perturbations at 60 FPS in real time.
Semiconductor Device Physics Visuals
The Problem: Students & fab technicians struggle to conceptualize dynamic carrier concentrations and Fermi levels from static textbooks.
Vigyan Solution: Interactive /semiconductor engine rendering live energy band bending, depletion regions, and MOSFET I-V characteristics.
Bilingual Hinglish STEM Tutoring
The Problem: 4,200+ Indian engineering colleges teach in code-mixed Hinglish; western LLMs sound stiff, robotic, or fail on curriculum syllabi.
Vigyan Solution: Pretrained on 500,000+ bilingual scientific instruction pairs (shreyansh-hinglish-english-stem-500k) for natural technical tutoring.
Air-Gapped Chemical Kinetics Screening
The Problem: Biotech R&D requires confidential, fast screening of reaction dynamics without exposing intellectual property to cloud services.
Vigyan Solution: Local chemistry engine modeling Arrhenius activation energies, partition functions, and IUPAC canonical SMILES representation.
Edge Scout & Microcontroller Firmware
The Problem: Robotics engineers and IoT labs cannot deploy heavy models on embedded ARM or Raspberry Pi boards with strict memory constraints.
Vigyan Solution: Ultra-compact Vigyan-1.5B Edge Scout (1.11 GB GGUF) delivering 40+ tok/s on 4GB edge compute with 75% PhD Math accuracy.
$0.00 Training Cost & Low-Spec Execution
The Problem: Deep-tech AI startups burn $50,000+ on cloud clusters; 7B+ LLMs freeze affordable student laptops lacking discrete VRAM.
Vigyan Solution: Zero-cost Kaggle Dual Tesla T4 post-training recipe + Vigyan Pro Smart Governor running 30–45 tok/s on standard 8GB–16GB laptops under 2 GB RAM.
8 Interactive Science & Engineering Tools Built Into Chat
Click any tool below to preview how Vigyan Pro renders live interactive 3D models, orbital mechanics, and circuit waveforms directly inside an AI conversation:
Interactive 3D Planetary Gear Assembly
Triggered via /cad3d gear in chat. Computes exact transmission ratio i = 1 + Z_ring / Z_sun = 3.56 (Z_s=18, Z_p=14, Z_r=46) with live 3D rotation, wireframe inspection, and exploded assembly view.
3D Models & CAD
Interactive 3D planetary gears, robotic kinematics, and molecular assemblies with explode & wireframe controls.
Semiconductor Physics
Si, GaAs, and GaN energy band diagrams, MOSFET I-V curves, and carrier transport modeling.
60 FPS Physics & Orbits
Keplerian orbital mechanics, harmonic oscillators, and quantum wavepackets simulated in real time.
Electronic Circuits
RC/RLC filters, 555 timers, op-amp schematics, live oscilloscope waveforms, and automated BOMs.
Step-by-Step Math & 3D Surfaces
Exact symbolic integration, differential equations, Taylor series, and 3D hyperbolic paraboloid surfaces.
Crystal Lattices & XRD
FCC/BCC/Diamond unit cells, Miller planes, Bragg diffraction peaks, and binary phase diagrams.
3D DNA & Ion Channels
3D B-DNA double helix base-pairing, Nernst membrane potentials, and cellular ATP pathways.
Clinical Biomarker Panels
Interactive physiological vitals, ECG morphology analysis, and lab reference range visualizers.
The Sovereign 4-Tier Model Fleet (1.5B, 3B, 7B, 32B)
Engineered with zero foreign API reliance, our 4-tier sovereign model fleet delivers graduate-level STEM accuracy tailored specifically for 100% offline edge execution inside Vigyan Pro Desktop:
Vigyan 1.5B Quad-Master
Ultra-light edge scout running under 1.11 GB RAM at 40+ tok/s on Raspberry Pi 5 & mobile devices. Scored 75.0% in PhD Pure Math.
Vigyan 3B Quad-Master 🚀
Officially surpassed 7B! Achieved 69.0% pass rate on 100 unseen graduate STEM problems under 1.93 GB RAM with 85% RTL & 85% Math.
Vigyan 7B Quad-Master
Institutional STEM anchor with deep reasoning across 4 domains. Scored 85.0% in PhD Math, 75.0% in Silicon RTL, and 65.0% in Biomedicine.
Vigyan 32B Titan
Frontier symbolic foundation model with self-attention equilibrium restored via 15th Shard QK-Norm re-injection on AWS SageMaker Spot.
Market Size & Commercial Rollout Plan
Targeting B2B Institutional Campus Lab Licenses (4,200+ AICTE engineering colleges) and Air-Gapped Enterprise / Defense R&D seats across India and emerging markets:
$18.4 Billion / yr
45M+ global STEM students, academic researchers, and R&D engineers spending $400+/yr on scientific computing, simulation, and AI co-pilots.
$1.2 Billion / yr (₹10,000 Cr)
4,200+ AICTE engineering colleges, 1,100+ universities, 4.5M B.Tech/M.Tech students, and 18,000+ deep-tech, defense & manufacturing MSMEs.
$12M – $15M ARR (₹100+ Cr)
Capturing ~5% of top Indian engineering institutions (250+ campus lab licenses) + 50+ enterprise/defense R&D contracts.
| Horizon | Product & Deep-Tech Milestones | Customer & Deployment Target | Projected ARR |
|---|---|---|---|
| Year 1 (0–12M) Campus & Pilot Rollout |
• Vigyan Pro Desktop v2.8+ (Linux/Windows/macOS) • Offline Campus Lab Server & Student Edition • 8-Domain Interactive 3D & SymPy Engine |
• 15–25 Engineering Colleges (Paid Campus Licenses) • 25,000+ Student/Engineer Installations • 5 Deep-Tech R&D Pilots |
₹85 Lakh – ₹1.2 Cr ARR (~$100K – $150K ARR) |
| Year 3 (36M) Enterprise & Defense Scale |
• Native STEP/CAD & SPICE netlist import/export • USB Hardware-in-Loop lab oscilloscope integration • Air-gapped cluster edition for DRDO/ISRO/Space/Chip labs |
• 250+ Institutional Campus Licenses • 50+ Defense, Aerospace & Chip R&D Seats • 250,000+ Active Engineers |
₹28 Cr – ₹35 Cr ARR (~$3.5M – $4.2M ARR) |
| Year 5 (60M) Global Sovereign Standard |
• Global offline AI & simulation workstation standard • Laptop OEM pre-installs (Education & Workstation SKUs) • Multi-agent autonomous lab discovery engine |
• 1,000+ Universities & R&D Labs Globally • 2M+ Active Engineers & Researchers |
₹140 Cr+ ARR (~$17M+ ARR) |
Built in India for Sovereign R&D & Engineering Excellence
100% Data Sovereignty for Indian R&D
Protects intellectual property across India's semiconductor mission (ISM), private space ecosystem, and defense laboratories by keeping every prompt and simulation 100% on local hardware.
Virtual 3D & Electronics Lab on Any Laptop
Turns any ₹40,000 college laptop into an interactive 3D CAD, semiconductor, circuit, and physics laboratory—working without internet connectivity or expensive foreign software licenses.
ExperimentLab.in Deep-Tech Foundation
Udyam-registered Indian deep-tech enterprise developing indigenous Small Language Models, neuro-symbolic math engines, and bilingual Hinglish-English scientific datasets.