Navarathri Pooja & Diwali Offer

Prime up to 50% off + all add-on packages free for your whole plan · ends 15 Nov 2026

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VeriAI Studio

Empowering Learners. Inspiring Researchers. Transforming Professionals.

A next-generation AI-powered platform developed by Veritronixs Technologies.

Visual simulation, interactive algorithm benchmarks and neural computing across 275+ verified algorithms and 22 interactive laboratories — integrating AI, machine learning, intelligent simulations and digital twins, with built-in Python 3.11 execution.

275+Verified algorithms
22Interactive desktop labs & studios
Python 3.11Built-in WASM (Pyodide) engine
✓ Node-lockedCryptographic licence
44 DL modelsDeep LearningCNN · Transformers · GANs · RL
25 optimizersMetaheuristicsPSO · GA · ACO · DE · GWO
22 ML algorithmsMachine LearningXGBoost · SVM · Trees · PCA
18 algorithmsClassical AIA* · Minimax · CSP · STRIPS
18 algorithmsFuzzy SystemsMamdani · Sugeno · IT2
65 algorithmsExplainable AISHAP · LIME · Grad-CAM
65 algorithmsAgentic AIReAct · Consensus · DAGs
18 algorithmsNeural & MemorySOM · Hopfield · Adam

One Platform. Endless Possibilities.From Learning to Discovery, From Research to Real-World Innovation.

VeriAI Studio · for Windows & macOS

Learn it. Build it. Deploy it.

Trusted Intelligence. Real Impact.

VeriAI Studio brings 22 AI, ML and engineering labs into one desktop software — from your first line of Python to industry-ready AI research. Every stage visualized, every result exportable, working offline on your own computer.

Start free trial Explore the labs
Why VeriAI Studio

One suite. The whole AI journey.

Most tools teach or build or publish. VeriAI Studio does all three, in one consistent environment. Each lab is a guided, stage-by-stage console — you see the data, the math, the model, and the results as you go, not just a final answer.

01 / visible

See the mechanics, not a black box.

Editable weights, live confusion matrices, step-by-step backpropagation, convergence curves, rule-activation maps — the internals are always on screen.

02 / on your computer

Install once, work offline.

One installer for Windows or macOS sets up all 22 labs. No Python setup, no dependency conflicts, no GPU required. Your data stays on your computer.

03 / publish

From classroom to journal.

Generate clean code, export reports as PDF/PPT, build literature surveys, and draft papers with a built-in LaTeX studio — the same suite that teaches you also helps you publish.

The labs

22 labs inside VeriAI Studio.

Four collections in one installed software — from first lessons to engineering digital twins.

Labs
22
Collections
4
Digital twins
9
Works offline
✓
7 labs

Learning Tools

Interactive dashboards that teach the core ideas of AI, ML, fuzzy logic and Python, step by step.

  • Visual dashboards for ML, neural networks, fuzzy logic and classical AI
  • Practise as you learn with challenges and instant quizzes
  • Earn certificates as you complete each course
View collection →
InputsForward passBackpropagationOutput
ML Studio v3 Regression · Classification · KNN Learn regression, classification and K-nearest neighbours by working with interactive datasets. Fit models, adjust their settings and watch decision boundaries and error curves update live. Compare algorithms side by side to see which one suits each problem and why. NeuroLab: SOM & Hopfield Unsupervised & Associative Memory Explore unsupervised and associative-memory neural networks through visual experiments. Watch a self-organising map arrange itself to cluster data, step by step. Store patterns in a Hopfield network and see it recall them from noisy or incomplete inputs. Classical AI Lab Search · Games · CSP · Logic Understand the foundations of artificial intelligence before machine learning. Step through search algorithms, game trees with minimax, constraint satisfaction and logical inference. Each algorithm is animated so you can follow every decision it makes. Fuzzy Logic Learning Sets · FIS · Defuzz · Controllers Learn fuzzy logic from first principles, starting with fuzzy sets and membership functions. Build a fuzzy inference system, write its rules and compare defuzzification methods. Finish by watching your fuzzy controller drive a simple system in real time. Agentic AI Learning Interactive Learning Dashboard An interactive dashboard that explains how AI agents work. See how an agent plans a goal, chooses tools, remembers context and checks its own results. Follow multi-agent examples to learn how agents divide and coordinate work. Python Practice Full Course + Interactive Labs A complete Python course, from your first line of code to working programs. Each topic has a clear lesson, runnable examples, hands-on challenges and quick quizzes. Track your progress through the course and earn a completion certificate. NN Builder Backpropagation Dashboard Build a neural network layer by layer and see exactly how it learns. Follow the forward pass, the error and every backpropagation step with the maths shown. Change weights, learning rate or activations and watch the training curves respond.
9 labs

Simulation & Deployment

Full working labs to build, train, explain and deploy models — from data acquisition to edge devices.

  • Live data in from WiFi IoT, USB serial and Bluetooth LE
  • Train and explain models with SHAP, LIME and 17 reduction methods
  • Deploy to edge devices and MCP-connected AI agents
View collection →
AcquireTrainExplainDeploy
DAQ & WiFi Studio WiFi IoT · Serial USB · BLE · Edge Deploy Collect live data from sensors and hardware over WiFi, USB serial or Bluetooth Low Energy. Log, plot and label signals in real time, ready for training models. Then deploy a trained model to an edge device and monitor it as it runs. Agentic AI Lab & MCP Define · Train · MCP Automation · Deploy Design, train and deploy AI agents in a guided, stage-by-stage workflow. Define the task, configure agents and train them, then compare how they perform. Connect agents to tools and data through the Model Context Protocol (MCP) to automate real work. ML Lab Machine Learning Teaching Platform A complete machine-learning teaching platform covering the full pipeline. Move from data and exploratory analysis through preprocessing, modelling, training and evaluation. Make predictions on new data and export the code and reports for your project. Deep Learning Lab Neural Networks · Training · Viz Configure and train deep neural networks without writing setup code. Choose an architecture, prepare your data and follow training with live loss and accuracy plots. Visualise layers, features and results to understand what the network has learned. Fuzzy Lab Fuzzy Logic Controller Platform A full platform for designing fuzzy logic controllers for engineering systems. Edit membership functions and rule bases visually, then test the controller with live inputs. Study control surfaces and rule activations, and export the controller for use elsewhere. Optimizer Lab Metaheuristic Optimization Run metaheuristic optimisation algorithms on benchmark and custom problems. Watch the search move across the solution space and follow convergence as it happens. Compare optimisers head to head on a leaderboard to choose the best one for your task. XAI Lab SHAP · LIME · Feature Attribution Explain why a machine-learning model makes the predictions it does. Apply SHAP, LIME and feature-attribution methods to your own models and data. Produce clear visual explanations that build trust and support reports and reviews. Python Notebook Interactive WASM Jupyter Notebook A Jupyter-style Python notebook that runs inside VeriAI Studio. It runs on WebAssembly, so there is nothing extra to install and no internet connection needed. Write code, run cells and plot results right next to your labs. Dimension Reduction Lab 17 Reduction Methods · PCA · t-SNE · SVD · UMAP Simplify high-dimensional data and reveal its structure. Compare 17 reduction methods, including PCA, t-SNE, SVD and UMAP, on the same dataset. See clusters and patterns side by side to choose the right method for your data.
6 labs

Add-on Packages

Studios for engineering agentic workflows, surveying literature, writing papers, building Simulink models, designing PCBs and design thinking.

  • Systematic reviews with CrossRef search and PRISMA flow
  • Write manuscripts and export to Word, LaTeX and PDF
  • Build Simulink models and run design-thinking projects
  • Design PCBs — simulate, route and export to KiCad New
View collection →
SearchScreenWriteExport
Agentic AI Engineering Studio Veritronixs · Workflows · MCP · User guide A studio for engineering complete agentic AI workflows. Design multi-step workflows, connect agents to tools through MCP and test them end to end. A built-in user guide walks you through each stage of the build. Literature Survey Studio Pro Systematic Review · PRISMA · CrossRef · BibTeX Run a systematic literature review from search to summary. Find papers through CrossRef, screen them and document every step with a PRISMA flow diagram. Organise your references and export them as BibTeX for your manuscript. Paper Studio Manuscript · Word · LaTeX · PDF Prepare research manuscripts in one place, from first draft to final file. Structure sections, figures, tables and references in a consistent format. Export the finished manuscript to Word, LaTeX or PDF. SLX Model Studio MATLAB / Simulink model builder Build MATLAB / Simulink models without assembling every block by hand. Create models from blocks, equations or a written requirement, and lay them out automatically. Validate the model and export a ready-to-open .slx file. Design Thinking Studio Empathize · Define · Ideate · Prototype · Test Take a project through the five stages of design thinking. Empathise with users, define the problem, generate ideas, prototype and test them. Templates and guided steps keep the whole team's work organised in one place. PCB Circuit Studio Schematic · Simulate · Components · PCB · KiCad Turn a circuit drawing into a manufacturable board. Upload a schematic image or PDF, size the components and simulate it on a 4-channel scope with FFT and cursors. Real parts are picked from the simulated stresses, the board is placed and routed to IPC-2221 with DRC, and exported as a KiCad project with Gerbers, drill and BOM.
9 labs · coming soon

Digital Twin for Engineering Applications

Interactive digital twins of real engineering systems — motors, batteries, smart grids, vehicle networks and solar PV.

  • Mirror real machines — motors, EV batteries and vehicle networks
  • Simulate power systems — IEEE 33-bus grids, islanding and solar MPPT
  • Test controllers safely before touching real hardware
View collection →
SenseSyncSimulateOptimise
ElectroTwin · EM & FEA Studio Electromagnetic FEA · Thermal · Efficiency Maps A digital twin for electromagnetic and thermal design of electrical machines. Run finite-element analysis to see magnetic fields, flux and losses. Combine thermal models with efficiency maps to evaluate a design across its operating range. EV BMS & Battery Twin Console Cell Balancing · SOC/SOH · RUL Datasets A digital twin of an electric-vehicle battery and its management system. Simulate cell balancing and estimate state of charge (SOC) and state of health (SOH). Generate remaining-useful-life (RUL) datasets for battery analytics and research. EV BLDC Motor 3D Digital Twin 3D Motor Cockpit · Hall Sensors · Oscilloscope A 3D digital twin of the brushless DC motor used in electric vehicles. Drive the motor from a 3D cockpit and follow Hall-sensor commutation step by step. Inspect phase currents and voltages on a built-in oscilloscope. IEEE 33-Bus Smart Grid Twin Radial Grid · DER Integration · Power Flow & THD A digital twin of the standard IEEE 33-bus radial distribution network. Add distributed energy resources such as solar and storage, and run power-flow studies. Analyse voltage profiles, losses and harmonic distortion (THD) across the grid. Induction Motor Load Testing Twin 3-Phase IM · Torque-Slip Dynamics · Thermal Model A digital twin for load testing a three-phase induction motor. Apply loads and follow torque-slip, speed and current dynamics as they change. A thermal model shows how temperature rises under each operating condition. Vehicle CAN / CAN-FD Network Twin CAN 2.0B / CAN-FD · Busload · Fault Injection · HIL A digital twin of an in-vehicle CAN and CAN-FD network. Simulate CAN 2.0B and CAN-FD traffic between ECUs and measure bus load. Inject faults and test with hardware-in-the-loop (HIL) to check how the network responds. AgentGrid Resilience & Control Twin Multi-Agent Grid Flow · Islanding · Black Start A digital twin for resilient, agent-based control of power grids. Multiple AI agents manage power flow and coordinate across the network. Test islanding and black-start scenarios to see how the grid recovers from outages. Hybrid Intelligent Control Twin Neuro-Fuzzy (ANFIS) · Sliding Mode · PSO Tuning A digital twin for comparing intelligent control strategies. Apply neuro-fuzzy (ANFIS) and sliding-mode controllers to the same system. Tune controller parameters automatically with particle swarm optimisation (PSO). Hybrid PV MPPT Solar Twin Solar PV Array · Hybrid PSO-GA · Partial Shading A digital twin of a solar PV array with maximum power point tracking (MPPT). Simulate partial shading and the multiple power peaks it creates. Track the true maximum power point with a hybrid PSO-GA algorithm and compare results.
Add-on Packages

Six research & engineering studios — see them in action

ADD-ON Prime

Agentic AI Engineering Studio

Design multi-step agent workflows, connect agents to tools and data through MCP, and run them end to end — with a built-in user guide.

  • Workflows
  • Planner & reviewer agents
  • MCP tool integration
  • Run · log · review
See Agentic AI Engineering Studio →
DesignConnect MCPRunDeliver
ADD-ON Prime

Literature Survey Studio Pro

Run a systematic review from search to summary: CrossRef search, screening, a PRISMA flow diagram and BibTeX export.

  • CrossRef search
  • Screening & eligibility
  • PRISMA 2020 diagram
  • BibTeX export
See Literature Survey Studio Pro →
SearchScreenPRISMAExport
ADD-ON Prime

Paper Studio

Write your manuscript with structured sections, figures, equations and references — then export to Word, LaTeX or PDF.

  • Structured sections
  • Figures & equations
  • References
  • Word · LaTeX · PDF
See Paper Studio →
OutlineWriteFiguresExport
ADD-ON Prime

SLX Model Studio

Build MATLAB / Simulink models from blocks, equations or a written requirement, check the response and export a ready-to-open .slx file.

  • Blocks or equations
  • Closed-loop control
  • Step response check
  • Export .slx
See SLX Model Studio →
BlocksWireSimulateExport .slx
ADD-ON Prime

Design Thinking Studio

Take a project through all five stages — empathise, define, ideate, prototype and test — with templates that keep the team organised.

  • Empathy maps
  • Problem statements
  • Idea boards
  • Prototype & test plans
See Design Thinking Studio →
EmpathizeIdeatePrototypeTest
NEW Add-on Package

PCB Circuit Studio

From a circuit drawing to a manufacturable board in one place. Upload a schematic image or PDF, size and simulate it, pick real parts, route the board and export a ready-to-open KiCad project.

  1. Circuit inputimage / PDF, template or netlist
  2. Requirementsratings, sizing equations, targets
  3. Simulate · DSO4-channel scope, math, cursors, FFT
  4. Componentsreal parts from simulated stresses
  5. PCB layoutplacement, routing, IPC-2221 DRC, 3D view
  6. KiCad exportproject, Gerbers, drill, BOM, pick-and-place
See PCB Circuit Studio →
SchematicSimulateRoute PCBKiCad export
Explore all 22 labs
Plans & pricing

One plan. Every core lab.

Prime unlocks 22 core labs, from Learning Tools to DAQ & WiFi Studio. Navarathri Pooja & Diwali Offer: 30% off monthly, 35% off quarterly, 40% off half-yearly and 50% off annual, until 15 Nov. Add-on packages from ₹150/month. No auto-renewal.

Up to 50% off · add-ons free
Prime

For: Advanced researchers, PhD scholars, industry professionals and R&D teams working toward innovation.

₹1,09950% OFF · Navarathri Pooja & Diwali Offer
₹550 / 1 month
+ GST · ₹649 incl. GST
Get Prime

From experiment to manuscript — the full research workflow in one studio.

  • Every core lab, nothing to choose:
  • All 7 Learning Tools and all 8 Simulation & Deployment tools
  • DAQ & WiFi Studio: live data acquisition (WiFi, USB serial, BLE) and edge deployment
  • Digital Twins for Engineering (9) — coming soon: motors, EV battery, smart grid, CAN network, solar PV and more, included in Prime when released
  • Up to 5 new projects, 5 data uploads, 5 reports and 5 papers per day
  • Publication-ready exports and custom datasets
  • Add-on packages available: ₹150/month each
  • Premium support, early access to new modules and academic licensing options

Best for: Researchers, PhD candidates, faculty, and university/industry research groups.

Add-on packages · with Prime

Pay only for the research tools you need

Add any package to your Prime plan at checkout, or later from your dashboard. Each runs for your plan period.

₹150 per package / month + GST
Navarathri Pooja & Diwali Offer: free with Prime until 15 Nov
Agentic AI Engineering StudioVeritronixs · Workflows · MCP · User guide
Literature Survey Studio ProSystematic Review · PRISMA · CrossRef · BibTeX
Paper StudioManuscript · Word · LaTeX · PDF
SLX Model StudioMATLAB / Simulink model builder
Design Thinking StudioEmpathize · Define · Ideate · Prototype · Test
PCB Circuit StudioSchematic · Simulate · Components · PCB · KiCad

Prices exclude GST, which is added at checkout. Each licence works on one computer at a time (Windows or macOS); you can move it to another computer with a code sent to your email.

7-day free trial

7 days free with the Learning Tools and Simulation & Deployment labs: 1 new project and 1 file upload a day. Reports, presentations, PDFs, papers, add-on packages and Digital Twins are not included in the trial. No card required.

Start your trial →

Institutional / campus licence

One rate for a whole department or lab, with bulk licences for students and faculty.

Contact us for a quote →

Have a coupon?

Enter it at checkout. The discount is applied before GST.

Questions? Ask us →
Everything in Prime

What Prime includes

What the Prime plan includes
FeaturePrime
Learning Tools (7) — ML Studio v3, NeuroLab, Classical AI, Fuzzy Logic Learning, Agentic AI Learning, Python Practice, NN Builder ✓
Simulation & Deployment tools (8) — Agentic AI & MCP, ML, Deep Learning, Fuzzy, Optimizer, XAI, Python Notebook, Dimension Reduction All 8
DAQ & WiFi Studio — live data acquisition (WiFi, USB serial, BLE) and edge deployment ✓
Digital Twins for Engineering (9) — coming soon — motors, EV battery, smart grid, CAN network, solar PV and more Coming soon
Labs included 16
New projects per day (all labs) 5
Data uploads per day 5
PDF / PPT reports per day 5
Papers / manuscripts per day 5
Add-on Packages (6) — Systematic review (Literature Survey Pro), Write manuscript (Paper Studio), Simulation model (SLX), PCB design, Design Thinking, Agentic AI Engineering ₹150/month each
Watermark-free exports ✓
Custom datasets ✓
Support Priority + early access
Academic / lab licensing ✓
How it works

Installed and running in three steps.

Each licence is cryptographically locked to one computer and issued only after a verified payment, so it can't be copied, shared or unlocked without paying — and it keeps working offline.

Create your account

Start the free trial or choose a plan. Your licence appears on your dashboard.

Install and click Activate

Install VeriAI Studio directly on one computer (Windows or macOS) and click Activate. It detects this computer's Machine HWID automatically and opens veritronixs.com for you to approve.

Pay — and it activates itself

The moment your payment is verified, the website signs a licence for that HWID and VeriAI Studio unlocks automatically with ✓ Verified & Active. No keys to copy.

Cryptographic Node-Locked License

Hardware identity, signature status, and offline activation key.

Machine HWIDHardware-bound unique identifier for node-locking
XXXX-XXXX-XXXX-XXXX
License StatusLicensed to you · Prime · valid until your plan ends
✓ Verified & Active
Offline activation keyXXXXX
Ed25519 signed

Hardware identity

VeriAI Studio derives a Machine HWID from your computer's hardware. The key carries this ID, so it only opens on that one machine.

Signature status

Every key is signed with Ed25519. The software checks the signature before unlocking — a changed plan, date or HWID breaks it instantly.

Offline activation key

No internet needed after activation. For computers that are never online, paste the HWID on your dashboard to get a signed offline key (renewed weekly). Moving to a new computer needs a code sent to your email.

Who it's for

Built for the whole AI journey.

Students

Learning AI/ML for the first time — start with Python and backpropagation you can actually see.

Engineers & developers

A fast way to prototype and deploy models without setting up Python environments.

Educators

Run labs and demonstrations from one installer on every lab computer, even without reliable internet.

Researchers & PhD scholars

Experiment-to-manuscript tooling in one place.

Universities & R&D teams

Licensed, reproducible AI tooling for a whole group.

Why choose VeriAI Studio

From live data to edge devices — industry-ready.

Most AI courses stop at a notebook. VeriAI Studio takes you all the way: capture live sensor data, process and analyse it in real time, train a model and deploy it to an edge device — then watch it run.

  • Live data in over WiFi IoT, USB serial and Bluetooth LE
  • Real-time processing — filter, plot, label and analyse as data arrives
  • Edge deployment — models move from your computer to the device in guided steps
  • Production habits — validated models, clean generated code and documented reports
CaptureProcess & analyseDeployRun at the edge

Edge device deployment

Take a trained model from your laptop to a microcontroller or edge board, with generated code and step-by-step deployment in DAQ & WiFi Studio and ML Lab.

Live data processing & analysis

Stream sensor data over WiFi, USB serial or BLE, then filter, visualise, label and analyse it in real time — ready for training.

Industry-ready quality

Validated metrics, explainability with SHAP and LIME, clean generated code and documented reports — the habits industry teams expect.

Digital twins of real systems

Test against twins of motors, EV batteries, smart grids, CAN networks and solar PV before you touch real hardware.

One installer, works offline.

All 22 labs install together on Windows or macOS, run on your own computer, and keep your data local.

The internals stay visible.

Weights, deltas, rule maps, convergence curves — you learn why, not just what.

Research built in.

Literature surveys, a manuscript studio with Word, LaTeX and PDF export, and Simulink model building in the Add-on Packages.

FAQ

Questions, answered.

How do I install it?

Sign in, open the Install page and click Install on Windows or Install on macOS. VeriAI Studio installs directly on one computer. Open VeriAI Studio and paste your licence key to activate. Each licence works on one system only. One installer contains every lab; your plan decides which ones unlock.

Does it work offline?

Yes. You need internet once to activate, and the software checks your plan at least once a week. In between, every lab in your plan works offline.

How many computers can I use?

One. Each licence is installed and activated on one computer only. If you change computers, activate on the new one and confirm with the code we email you; the old computer is signed out automatically.

What computer do I need?

Windows 10 or 11 (64-bit), or macOS 12 or later on Intel or Apple silicon. An ordinary laptop is enough; no GPU required.

Can I use my own datasets?

Yes — custom datasets are included with Prime.

Can I export my work?

Yes. You can export code, PDF/PPT reports, papers, figures and completion certificates, all watermark-free.

Is there a free trial?

Yes — 7 days free, no card required, once per person and once per computer. The trial includes the Learning Tools and Simulation & Deployment labs with 1 new project and 1 file upload a day. Reports, presentations, PDFs, papers, add-on packages and Digital Twins are part of Prime. Download VeriAI Studio Prime Trial from your account's Install page and sign in with your website email and password.

How much does it cost?

Prime is now 50% off on every period: ₹550 a month instead of ₹1,099, ₹1,649 for 3 months, ₹3,297 for 6 months and ₹6,594 for a year. GST is added at checkout.

Do you offer institutional licences?

Yes. We offer one rate for a whole department or lab, with bulk licences for students and faculty. Contact us for a quote.

What does Prime include?

All 7 Learning Tools, all 8 Simulation & Deployment tools and DAQ & WiFi Studio — 16 labs — with report and paper generation, custom datasets and watermark-free exports. The 9 Digital Twins are coming soon and will be included in Prime when released.

What are add-on packages?

Six research packages — Literature Survey Pro (systematic review), Paper Studio (write a manuscript), SLX Model Studio (build a simulation model), PCB Circuit Studio, Design Thinking Studio and Agentic AI Engineering Studio. Prime customers can add any of them for ₹150 per package per month + GST, at checkout or later from the dashboard. Each runs until your plan ends.

Can I generate reports and papers?

Yes. Prime includes up to 5 PDF/PPT reports and 5 papers per day.

Are there daily limits?

Yes, across all labs, each counted separately and reset at midnight India time: up to 5 new projects, 5 data uploads, 5 reports and 5 papers per day. Your dashboard shows what you have left today.

Is there a festival offer?

Prime is already 50% off on every period. Watch for our festival offers (Diwali, Pongal, New Year): while one runs, every add-on package is free for the whole period you buy.

Who makes VeriAI Studio?

VeriAI Studio is developed by Veritronixs Technologies Private Limited, Guindy, Chennai, Tamil Nadu.

About

Built for learners and researchers.

VeriAI Studio is developed by Veritronixs Technologies Private Limited, bringing classroom-tested teaching tools and research-grade workflows into a single platform.

More about us

Start with the free trial. Grow into Prime.

VeriAI Studio · 22 labs · One Prime plan · Works offline

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