Thiings vs Knowly AI vs Kodosumi: Which Employee Engagement Analytics Platform tool is Best in 2025?

Thiings is an innovative platform providing a collection of over 1,900 AI-generated 3D icons, perfect for designers, developers, and creative enthusiasts. It allows users to browse icons by various themes, including All, Everyday, Nature, and Technology, and offers options to generate custom icons or download the entire set for free, suitable for both personal and commercial projects. Thiings is free for personal and commercial use, ideal for designers and developers.

Knowly AI is an advanced AI platform that empowers businesses, startups, and enterprises with reliable AI agents that automate web browsing routines and integrate with internal knowledge bases. Founded by a team led by YT, Knowly learns user-specific browsing patterns to eliminate repetitive tasks, delivering curated information with precision. Unlike generic AI chatbots, it offers secure, scalable deployment options cloud, on-premises, or private cloud making it ideal for cybersecurity professionals, data analysts, and business strategists.

Kodosumi is an open-source, distributed runtime environment designed to manage and execute AI agent services at an enterprise scale. Built on Ray, a powerful distributed computing framework, it simplifies the deployment, scaling, and monitoring of agentic workflows using Python, FastAPI, and Litestar. Kodosumi addresses key challenges like running long-lasting agents, handling burst traffic, debugging complex workflows, and integrating open-source tools without vendor lock-in. It offers a framework-agnostic platform, minimal configuration via a single YAML file, and real-time observability through Ray’s dashboard. Ideal for developers building scalable AI agents, Kodosumi supports seamless integration with any LLMs, vector stores, or AI frameworks, making it a flexible solution for enterprise-grade AI applications.