Hailo is an innovative AI agent focused on optimizing the deployment of neural network models in various environments. It enhances performance by utilizing advanced algorithms to ensure efficient resource management. Hailo aims to simplify the model deployment process, making it accessible for developers looking to leverage AI capabilities in their applications. By supporting both edge devices and cloud-based environments, Hailo provides flexibility without compromising on speed or efficiency.

AgentRpi transforms a Raspberry Pi into an edge AI agent hub by orchestrating language models alongside physical hardware interfaces. By combining sensor inputs (temperature, motion), camera feeds, and microphone audio, it processes contextual information through configured LLMs (OpenAI GPT, local Llama variants) to autonomously plan and execute actions. Users define behaviors using YAML configurations or Python scripts, enabling tasks like triggering alerts, adjusting GPIO pins, capturing images, or responding to voice instructions. Its plugin-based architecture allows seamless API integrations, custom skill additions, and support for Docker deployment. Ideal for low-power, privacy-sensitive environments, AgentRpi empowers developers to prototype intelligent automation scenarios without relying solely on cloud services.

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.