External Simulators

NeuralInverse connects to domain-specific external simulators — hardware-in-the-loop, digital twins, and protocol emulators — so your agents and code can be validated against realistic operational environments before any deployment.
Agent workflow

Solution

HIL / SIL Integration / Digital Twin Connectors

Provided

NeuralInverse IDE / AIR Engine

Product

Firmware, Embedded / Safety-Critical Systems

Close the gap between development and deployment environments

In safety-critical and regulated domains, testing in generic environments is insufficient. NeuralInverse integrates with industry-standard simulators — MATLAB/Simulink, QEMU, hardware-in-the-loop rigs, and custom protocol emulators — so code, agent outputs, and compliance behaviors are verified against actual operating conditions.

Our Solution Value for User & Customer

For Enterprise: Satisfy DO-178C, ISO 26262, and IEC 62443 verification requirements with traceable, simulator-backed test evidence. Reduce costly late-stage hardware integration failures by catching them in a governed simulation environment first.

For developer:Test firmware and embedded code against realistic conditions without waiting for hardware availability. Iterate faster, with higher confidence — AI agents assist with test case generation calibrated to your specific simulation environment.

Our Solution
Developer
Business
Test in conditions
that mirror
the real world.
Validate before it
ever gets there.
Matteo Fabbiani from behing coding
Whiteboard of wireframes ux ui
Notebook, laptop, espresso cup, and book on a desk
Matteo Fabbiani in a client workshop doing brand strategy

Developers

An open-source, high-performance IDE for professional on-chain development. Developer One streamlines your core workflow from code to live contract interaction. Built by developers, it provides the essential tools for writing, debugging, and deploying smart contracts with the speed and efficiency that modern development demands.

Business

The essential platform for professional on-chain teams. Move beyond the basics with enforceable governance, custom development policies, and advanced productivity features. Standardize your workflow, reduce risk, and ensure every contract your team ships meets your precise institutional standards.

Enterprise

The ultimate governance and risk-mitigation platform for large-scale on-chain operations. Includes advanced collaboration, centralized management, and cloud deployment options. Gain complete, real-time visibility and generate audit-ready compliance reports, ensuring your entire organization develops on-chain with institutional-grade security and control.

Framework

Our suite of proprietary frameworks, including the AIR intelligence engine, is the core IP that powers our platform. Built in-house, they enable a level of real-time analysis and proactive security impossible with standard tools, giving our IDE a unique and defensible competitive advantage.

Why Neural Inverse

Safety-critical domain coverage

  • Automotive, Embedded Systems, Grid & Energy, Industrial IoT — simulation fidelity as certification prerequisite
  • MATLAB/Simulink, dSPACE, QEMU, CAN, LIN, AUTOSAR, IEC 61850, Modbus environments supported

Agent-aware simulation

  • AI agent outputs routed through the simulator — results feed back into the compliance engine
  • Agents don't operate in a vacuum — tested in context with fault injection and stress testing

Traceable test evidence

  • Every simulator run logged to the immutable audit trail with pass/fail status and configuration snapshots
  • Test inputs, outputs, and snapshots permanently preserved for certification purposes