Startup Ideas AI

Fiorino.AI is an open-source platform designed to track and optimize AI costs, particularly for SaaS businesses using Large Language Models (LLMs). It provides granular LLM usage metrics, custom pricing options, and usage-based billing capabilities. The platform is built for scale, prioritizes privacy, and integrates with any LLM provider, giving users control over their AI spending.

Pi Labs offers an AI-powered platform designed to automatically build evaluation systems (evals) for AI applications, particularly those involving Large Language Models (LLMs) and agents. It enables users to create custom scoring models that precisely match user feedback and prompts, ensuring highly accurate and consistent evaluation. The platform integrates seamlessly with various existing tools and provides a fast, highly accurate foundation model called Pi Scorer for comprehensive metrics, observability, and agent control across the entire AI stack.

Future AGI develops advanced AI evaluation and optimization products, enabling automated quality assessment and performance enhancement for AI models. It offers a comprehensive platform to help enterprises achieve high accuracy in AI applications across software and hardware, replacing manual QA with Critique Agents and custom metrics.

Langtrace AI is an open-source observability tool that helps monitor, evaluate, and improve your LLM apps. With end-to-end visibility, advanced security, and seamless integration, Langtrace ensures you can optimize performance and build with confidence. It is an Open Source Observability and Evaluations Platform for AI Agents. Langtrace supports CrewAI, DSPy, LlamaIndex & Langchain. It also supports a wide range of LLM providers and VectorDBs out of the box.