Frequently Asked Questions
Everything you need to know about Neura Parse products and research
What is Neura Parse?
Neura Parse builds the complete intelligence stack for autonomous systems, including NowFlow agentic workflows, NeuralOS AI-native embedded OS, and QMANN quantum memory-augmented neural networks. We serve defense, aerospace, robotics, industrial automation, and enterprise markets with production-ready AI infrastructure.
What is NowFlow?
NowFlow is a voice-native agentic workflow platform. You speak naturally, and Maestro AI orchestrates 120+ enterprise systems, robotics platforms, and IoT devices in real-time. It features 15+ specialized AI agents for parsing, routing, execution, and integration with tools like Slack, email, CRM, databases, and more.
What is NeuralOS?
NeuralOS is an AI-native embedded operating system designed for robotics, drones, and edge devices. It provides real-time performance with PREEMPT_RT kernel, hardware-accelerated AI inference with TensorRT and OpenVINO, native ROS2 support, and minimal footprint under 64MB RAM. Perfect for autonomous systems requiring offline AI capabilities.
What is QMANN research?
QMANN (Quantum Memory-Augmented Neural Networks) is our research initiative exploring quantum-enhanced memory architectures for next-generation AI systems. We investigate quantum computing applications in neural network memory, retrieval, and processing to achieve breakthrough performance in AI reasoning and recall.
Who uses Neura Parse products?
Neura Parse serves defense contractors, aerospace companies, industrial manufacturers, robotics developers, and enterprise automation teams. Our products are used in military robotics, autonomous drones, UAV systems, factory automation, medical robotics, autonomous vehicles, and mission-critical enterprise workflows.
How does voice AI work in NowFlow?
NowFlow uses advanced voice recognition and natural language processing to understand your commands. Maestro AI, the orchestration engine, parses your intent, routes tasks to specialized agents, and executes actions across 120+ integrated systems. Everything happens in real-time with conversational feedback.
Is NeuralOS open source?
Yes, NeuralOS is open source under the MIT license. You can access the source code, contribute to development, and customize it for your specific robotics or edge AI applications. We believe in transparent, community-driven development for critical infrastructure.
What industries does Neura Parse serve?
We serve five primary industries: Defense (military robotics, tactical systems), Aerospace (UAVs, drones, autonomous flight), Industrial (factory automation, predictive maintenance), Healthcare (medical robotics, surgical systems), and Automotive (ADAS, autonomous vehicles, fleet management).
How do I get started with NowFlow?
Getting started with NowFlow is simple: 1) Speak your intent naturally, 2) Maestro AI parses and routes your request, 3) Specialized agents execute actions across integrated systems, 4) Receive results via voice, Slack, email, or other channels. No coding required for basic workflows.
What makes NeuralOS different from other embedded OS?
NeuralOS is AI-native from the ground up. Unlike traditional embedded OS with AI bolted on, NeuralOS integrates hardware-accelerated inference, ROS2 robotics framework, real-time performance (PREEMPT_RT), and minimal footprint (<64MB RAM) in a unified architecture. It's designed specifically for autonomous systems.
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