Can we author our own experiments?

Yes. Faculty and TAs can configure parameters and assemble experiments without engineering help.

How accurate are the simulations?

We tune for educational fidelity — accurate enough that competence transfers to physical labs. Where research-grade fidelity is needed, we layer on real solver libraries.

Education / Immersive Virtual Lab Environments

Immersive Virtual Lab Environments

We build physics-accurate WebGL and XR lab environments that let students conduct chemistry, physics, biology, and engineering experiments safely — from any device, anywhere.

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60%

Reduction in lab consumable spend

3D / VR

Cross-device with no install required

Assessment-Ready

Built-in mastery and rubric scoring

Trusted by global innovators

Industry Overview

Immersive Virtual Lab Environments: Engineered End-to-End

Virtual labs aren't replacements for the real thing — they're force multipliers. Students who practice in a virtual lab arrive at the physical bench prepared, confident, and curious.

Industry Challenges

What Stops Most Teams From Solving This Today

Common friction points we hear from education teams scoping this kind of platform.

Cost & Safety: Physical labs are expensive, hazardous, and rationed across hundreds of students.
Inaccessible Equipment: Specialized instruments are out of reach for most institutions.
Limited Practice Time: Students get one shot at most experiments — no opportunity to iterate.
Assessment Gaps: Hands-on competency is hard to assess at scale without standardized environments.

Our Approach

Our Engineering Approach

We engineer for the operational reality — not the demo.

Physics-Accurate Engines

Custom simulation engines tuned for educational fidelity, not just game-engine visuals.

Cross-Device Delivery

WebGL-first delivery with optional XR for immersive experiences.

Built-In Assessment

Rubric-based scoring and mastery tracking that integrates with your LMS.

Capabilities

Production-grade features the platform ships with from day one.

Browser-Native Experiences

WebGL and WebXR delivery — no install, no plugin.

XR-Optional

The same experiments scale up to Quest, Vision, and tethered VR rigs.

Rubric Scoring

Configurable rubrics produce mastery scores aligned to your standards.

LMS / LTI Integration

Launch experiments and return scores via LTI 1.3 to any major LMS.

Multi-User Sessions

Collaborative experiments where lab partners work in the same simulation.

Authoring Tools

Faculty and TAs can configure new experiments without engineering help.

Accessibility

Keyboard, screen reader, and motor-accessibility-first interaction patterns.

Analytics

Per-student attempt analytics and class-level competency dashboards.

How It Works

Reference Architecture

How data and decisions flow end-to-end.

Asset Pipeline

Models, textures, and physics meshes optimized for WebGL and XR delivery.

Simulation Core

Domain-specific engines for chemistry, physics, biology, and circuits.

Multi-User Layer

WebRTC-backed shared sessions with low-latency state synchronization.

Assessment & LMS

Rubric scoring, attempt logging, and LTI 1.3 grade exchange.

Analytics

Per-student and class-level dashboards for educators.

Engineering Stack

Technology Stack

A pragmatic stack chosen for reliability, speed, and ease of operation.

3D / XR

Three.jsWebGL 2WebXRBabylon.js

Simulation

Custom PhysicsCannon.jsWebAssemblyRust

Frontend

Next.jsReactTailwind

Multi-User

WebRTCYjsWebSockets

Standards

LTI 1.3CaliperxAPI

Infra

CloudflareKubernetesS3

Measured Impact

Quantified outcomes from production deployments.

60%

Lower lab consumable cost

4×

Practice time per student

100%

Cross-device accessibility

WCAG 2.1 AA

Compliance baseline

University Chemistry Department Rollout

A research university needed to scale undergraduate chemistry labs without expanding physical lab capacity. We delivered a suite of 32 WebGL-based experiments across general, organic, and analytical chemistry.

Within two semesters, average lab proficiency scores rose 18%, and the chemistry department saved $1.4M annually in consumables and TA hours.

Case Study

Use Cases

Where This Earns Its Keep

Common deployment patterns we see across customers.

Chemistry Labs

Reaction simulations with safety, stoichiometry, and titration accuracy.

Physics Experiments

Optics, mechanics, electromagnetism, and modern physics simulations.

Biology Labs

Cell, microscopy, and genetics experiments at controlled fidelity.

Engineering Design

Circuits, mechanical assemblies, and systems modeling.

Medical Simulation

Procedural skill simulators for nursing and allied health.

Workforce Training

Industrial and trade-school equipment simulators.

Integrations

Integrates With Your Existing Stack

We connect to the systems your teams already know.

LMS

CanvasBlackboardMoodleD2L BrightspaceGoogle Classroom

Analytics

Snowflake

Compliance-First Development Services Backed by Global Standards

We build secure, scalable products designed for privacy, interoperability, and regulatory readiness from day one across every sector we serve.

General Data Protection Regulation

Implement lawful consent flows, data minimization, and secure processing for global data privacy.

Service Organization Control 2

Verified controls for security, availability, and confidentiality of enterprise data systems.

Information Security Management

Adhering to the international gold standard for managing information security risks.

Our Edge

Why Global Leaders Choose Us

We combine deep technical expertise with industry-specific knowledge to deliver solutions that aren't just functional, but transformational.

Enterprise-Grade Security

We implement rigorous security protocols and compliance standards (HIPAA, GDPR, SOC2) across all industrial solutions to protect sensitive data.

High-Performance Scaling

Our architectures are built to handle massive data loads and user bases, ensuring seamless performance whether you're serving ten or ten million.

Accelerated Time-to-Market

Leveraging our suite of internal tools and proven frameworks, we reduce development cycles and get your product to market 40% faster.

Embedded AI Integration

Beyond simple wrappers, we build deep-learning integrations and predictive analytics directly into the core of your industry-specific workflows.

Engagement Model

Predictable, structured delivery from kickoff through long-term ownership.

Discovery & Scoping

We map the existing systems, constraints, and stakeholders to scope a focused 8–12 week first delivery.

Architecture & Pilot

A working slice on a representative environment — proving the data flow end-to-end before scaling.

Production Engineering

Hardened services, observability, access controls, and audit logging go live behind your IAM.

Operate & Iterate

We stay on as the embedded engineering team — closing tickets, tuning models, and shipping new value.

Voices of Success

We don't just build products; we forge lasting partnerships. See how we've helped industry leaders transform their vision into technical reality.

"I can clearly see how Agnotic has a unique way of handling end-to-end development. They are always active on quick chat and provide support quickly."

Aaron Phelan

Founder, Benchmark

"Agnotic is the best technical team we evaluated. Their engineering excellence made our work dramatically easier and allowed us to stay focused on what matters most for maternal care outcomes. They took full ownership of the technical execution, and we are always happy to continue working together."

Kim Smith

Founder, My Lauren

"Agnotic combines deep technical expertise with strong domain knowledge. They understand the business context, anticipate challenges, and make collaboration smooth and effective."