SPEAR (Scalable Platform for Edge AI Real-Time) is designed to manage the full lifecycle of AI inference at the edge. Developers can define streaming pipelines that ingest sensor data, videos, or logs via connectors to Kafka, MQTT, or HTTP sources. SPEAR dynamically deploys containerized models to worker nodes, balancing loads across clusters while ensuring low-latency responses. It includes built-in model versioning, health checks, and telemetry, exposing metrics to Prometheus and Grafana. Users can apply custom transformations or alerts through a modular plugin architecture. With automated scaling and fault recovery, SPEAR delivers reliable real-time analytics for IoT, industrial automation, smart cities, and autonomous systems in heterogeneous environments.

viAct.net is an AI-driven platform designed to optimize visual inspection and monitoring processes in factories and industries. By leveraging advanced AI algorithms, this platform provides real-time insights into production quality, detects anomalies, and enhances operational efficiency. Its capabilities include automated image analysis, defect detection, and seamless integration with existing manufacturing systems, making it an essential tool for companies seeking to improve their quality assurance processes and reduce operational bottlenecks.

Callaia.ai is an innovative platform that leverages artificial intelligence to deliver predictive maintenance solutions. By analyzing data from various assets, the platform can predict potential failures and maintenance needs before they occur. This proactive approach helps businesses optimize operations, enhance asset performance, and reduce downtimes, ultimately leading to significant cost savings. Suitable for a wide range of industries, Callaia.ai ensures that businesses can maintain their competitive edge by minimizing disruptions and maximizing asset utilization.

The IntelligentMASPlatform is built to accelerate development and deployment of multi-agent systems by offering a modular architecture with distinct agent, environment, and service layers. Agents communicate using FIPA-compliant ACL messaging, enabling dynamic negotiation and coordination. The platform includes a versatile environment simulator allowing developers to model complex scenarios, schedule agent tasks, and visualize agent interactions in real-time through a built-in dashboard. For advanced behaviors, it integrates reinforcement learning modules and supports custom behavior plugins. Deployment tools allow packaging agents into standalone applications or distributed networks. Additionally, the platform's API facilitates integration with databases, IoT devices, or third-party AI services, making it suitable for research, industrial automation, and smart city use cases.

The UP Xtreme i11 Edge Compute Enabling Kit is a powerful platform aimed at developers working on edge AI applications. This kit includes high-performance Intel® processors and supports various modules such as 5G for ultra-low latency communication. With pre-installed software, it streamlines the development of edge solutions that require computational efficiency and reliability. It features advanced graphics options and extensive connectivity to facilitate data-intensive applications in real-time, making it an essential tool for modern industrial automation and AI deployments.

Airadar offers innovative radar technology solutions that mimic human brain functions. The company focuses on high-performance and compact AI-driven sensors, effectively meeting various needs across industries. Their technology is designed for rapid problem-solving, product development, and market deployment, making it ideal for applications in aviation, defense, and other sectors requiring high precision.

Airobotics revolutionizes the use of drones by offering a fully automated drone solution. This platform enables users to conduct aerial inspections, surveillance, and data gathering without the need for manual operation. With advanced AI capabilities, the drone can operate on set schedules, perform real-time analytics, and integrate seamlessly with existing industrial systems, making it ideal for applications in mining, oil and gas, and public safety.

Analog AI is a leading provider of edge computing solutions designed to leverage AI technology to connect people, places, and things. The product offers state-of-the-art artificial intelligence capabilities, ensuring efficient, real-time processing at the network edge. This significantly improves performance and reduces latency, making it suitable for various applications, from smart cities to industrial automation.

The Contract Net Protocol repository provides a full Java implementation of the FIPA Contract Net interaction protocol. Developers can create manager and contractor agents that exchange CFP (Call For Proposal), proposals, acceptances, and rejections over agent communication channels. The code includes core modules for broadcasting tasks, collecting bids, evaluating proposals based on customizable criteria, awarding contracts, and monitoring execution status. It can be integrated into larger multi-agent frameworks or used as a standalone library for research simulations, industrial scheduling, or robotic coordination.

Embedded BDI provides a full BDI lifecycle engine: it models an agent’s beliefs about its environment, manages evolving desires or goals, selects intentions from a library of plans, and executes behaviors in real time. The framework includes modules for belief base storage, plan library definition, event triggering, and concurrency control tailored for memory-limited microcontrollers. With a simple API, developers annotate beliefs, specify desires, and implement plans in code. Its scheduler handles priority-based intention execution and integrates with hardware interfaces for sensors, actuators, and network communication, making it ideal for autonomous IoT devices, mobile robots, and industrial controllers.