Custom AI Solutions

Custom AI Solutions

Explore our rugged, off-grid AI services tailored for diverse applications.

Off-Grid AI System

• Enclosure: Rugged Pelican case (waterproof, dustproof, impact-resistant).

• Power: Off-grid capable (solar input, internal battery, optional hand-crank or vehicle charging).

• Compute Module: High-performance AI computer (NVIDIA Jetson, ruggedized mini-PC, or FPGA/ASIC accelerator).

• Connectivity: SDR module(s) with modular antennas for communications and spectrum monitoring.

• Ground Control Role: Acts as a field-deployable command center for UAVs, drones, or remote sensors.

• User Interface: Built-in screen + keyboard/touchpad OR ruggedized tablet interface.

Integrated SDR Capabilities

• SDR radios (HackRF, USRP, LimeSDR, or rugged equivalents).

• Removable broadband antennas with adjustable mounts.

• Encrypted ground-to-air and peer-to-peer comms.

• Local AI inference (object detection, RF signal analysis, drone swarm coordination).

• Runs autonomous decision-support apps (mapping, target recognition, predictive maintenance).

• Interfaces with UAV/drones (MAVLink, custom ground control protocols).

Custom databases integrated with AI for optimized performance.

OFFLINE & PRIVATE AI Solutions

Custom AI services for off-grid applications in rugged environments. In an age where connectivity is ubiquitous, the demand for robust, resilient, and independent systems has surged. One such innovation is an off-grid, offline AI database system that offers incredible capabilities housed within a standard Pelican case. This lightweight and durable case provides exceptional protection and portability, making it an ideal solution for remote operations and fieldwork.

Use Cases

The versatility of this off-grid AI database system allows it to be deployed in a range of scenarios:

1. Disaster Management: In the aftermath of natural disasters, this setup can aid response teams by providing real-time data analysis and facilitating communications, even without functional cellular networks.

2. Environmental Research: Researchers can deploy the system in remote locations for gathering data on flora and fauna. Its AI capabilities enable the instantaneous processing of information, enhancing the research outcomes.

3. Military Operations: For defense applications, having an independent database system allows for secure data storage and communication in field operations where traditional networks may be compromised.

4. Remote Industrial Monitoring: Industries with remote assets, such as oil rigs or mining sites, can leverage this system for data collection and monitoring to ensure continuous operation.

User Interface and Interaction

To maximize ease of use, a user-friendly interface can be developed, allowing operators to interact with the system directly through touchscreens or mobile devices. Visualization tools could present data analytics in real-time, ensuring that users can make informed decisions quickly.

Additionally, a simple command-line interface can facilitate scripting and automation, allowing users to set up recurring data analysis tasks or establish emergency alerts based on certain data thresholds.

Security Considerations

Since this system operates offline, it minimizes risks associated with cyberattacks commonly faced by online systems. However, safeguards must still be implemented to protect against unauthorized access to the database and data integrity.

Utilizing encryption for sensitive data, alongside robust authentication protocols, fortifies the system against potential breaches. Data integrity can also be preserved through checksums and regular validation procedures.

The proposed off-grid, offline AI database system is a groundbreaking solution for various applications requiring resilience, mobility, and self-sufficiency. By integrating high-performance computing, versatile communication technologies, and advanced data management, this setup is positioned to tackle modern challenges in unconventional environments. With continuous advancements in hardware and software, the potential for future enhancements and applications remains vast, paving the way for innovative solutions tailored to the needs of those operating on the fringes of connectivity.

AI Database

The heart of this system is built on powerful hardware options like the Raspberry Pi 5 or the NVIDIA Jetson Nano. Both platforms are known for their compact size and efficient computing power, with the Jetson Nano specifically optimized for AI applications. By combining these technologies, the off-grid database can store vast amounts of data and perform complex computations without relying on conventional internet connectivity.

Concept

Comms

Hardware

The Raspberry Pi 5 provides an affordable and easily customizable base, perfect for those who seek to create a personalized setup. With robust GPIO capabilities, it can integrate various sensors and modules to expand its functionality. On the other hand, the NVIDIA Jetson Nano brings advanced graphics processing powers into the mix, enabling real-time data processing and AI model inference.

To ensure the system is truly off-grid, a power supply strategy using solar panels could be implemented, along with a battery storage solution. This would enable the system to operate independently in remote locations.

Integral to the system's design are its communication capabilities. With RF (radio frequency) functionality, users can establish a local network of devices that communicate with each other without requiring internet access. (Mesh network) This is particularly useful for applications in emergency response scenarios or in areas where traditional communication infrastructure is unavailable.

Software-defined radio (SDR) technology further enhances the communication spectrum. SDR allows the device to tune to various frequencies and modulations, enabling versatile communication methods for data gathering, telemetry, and even voice communications. This adaptability is key in diverse operational environments, from wilderness expeditions to disaster zones.

To extend communication capabilities beyond line-of-sight limitations, incorporating satellite communication is essential. The proposed system can utilize a low Earth orbit (LEO) satellite network, enabling data transmission and reception even when terrestrial systems are down or absent. This layer of connectivity ensures that crucial data can be sent back to command centers or other stakeholders, keeping them informed and operational.

The AI capabilities of the system facilitate intelligent data management and analysis. The Jetson Nano can run neural networks that process incoming data, perform predictions, and derive insights from local datasets. The offline database can be structured in a flexible format, allowing data retrieval and storage without complex dependencies on external servers. In practical terms, users could compile datasets through sensors, log files, or manual inputs and utilize on-the-fly machine learning models to analyze that data right on the device. For instance, environmental monitoring setups could employ this system to gather data on air quality or wildlife activity, transforming that raw information into actionable insights.

Innovative solutions for off-grid AI technology.

The rugged Pelican case keeps everything safe and functional. I absolutely love it. Cant wait for the v2.

John Oneil

New York

Their custom-built SBC and integrated AI are game-changers for our operations. The ai query recall is much faster than I thought it would be too !

Casey Smith

Los Angeles

★★★★★

★★★★★

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info@devgroupai.com