Mastra provides a visual interface for designing, testing, and deploying AI agents without writing code. Users can drag and drop nodes to create multi-step workflows that integrate language models, computer vision, and custom scripts. Data connectors allow seamless retrieval from databases, CRMs, or web services, while built-in analytics track agent performance. Teams can collaborate in real time, version control workflows, and roll back changes. Once tested, agents can be deployed with a single click to web chat widgets, messaging apps, or REST APIs. Monitoring dashboards surface usage metrics, error alerts, and optimization suggestions to maintain and improve agent effectiveness over time.

Shaped offers an API designed for real-time recommendations, search, and discovery. Through advanced machine learning and data science, Shaped helps your users find the most relevant products and content by analyzing and ranking data in real-time. The platform integrates seamlessly with your current systems and provides scalable and reliable infrastructure to handle high volumes of dynamic requests, making it an ideal solution for personalized user experiences.

Hance.ai is a real-time audio enhancement service utilizing advanced AI algorithms to improve sound quality. Developed by specialists in AI, sound engineering, and audio processing, it allows users to eliminate unwanted noise, remove reverb, and boost desired audio elements. It’s perfect for applications in telecom, post-production, aerospace, and intelligence industries, delivering high-quality audio enhancements without pre-processing. Easy API integrations enable seamless usage across various platforms.