Pi Web Agent is a lightweight, extensible framework for building AI chat agents on the web. It leverages Python FastAPI on the backend and a React frontend to deliver interactive conversations powered by OpenAI, Cohere, or local LLMs. Users can upload documents or connect external databases for semantic search via vector stores. A plugin architecture allows custom tools, function calls, and third-party API integrations locally, it offers full source code access, role-based prompt templates, and configurable memory storage to create customized AI assistants.

Grand provides an AI-driven GRC (Governance, Risk Management, and Compliance) software solution aimed at automating and managing compliance requirements efficiently. The platform combines AI intelligence with human expertise to offer next-generation compliance solutions, particularly in the financial sector. Key features include centralized policy management, regulatory updates, and semantic search across extensive regulatory documents, ensuring streamlined and effective compliance management.