Startup Ideas AI

Vellum is the development platform for building LLM apps with tools for prompt engineering, semantic search, version control, testing, and monitoring. Compatible with all major LLM providers.

Keywords AI is an LLM API that offers a cost-effective alternative to GPT-4 without compromising on quality. It is also a leading LLM monitoring platform for AI startups, designed to easily monitor and improve LLM applications with just 2 lines of code. It helps debug and ship reliable AI features faster, essentially acting as Datadog for LLM applications.

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.

Aguru Safeguard offers actionable insights into every critical aspect of your LLMs' behavior, performance, and cost-efficiency, enabling reliable, secure and performing AI applications. Aguru's AI-native platform empowers enterprises to automate complex, labor-intensive workflows with intelligent agents, enhancing efficiency and eliminating operational friction.

Fiddler AI offers an AI Observability and Security platform designed to monitor, explain, analyze, and protect LLM applications and ML Models. It provides visibility and actionable insights, enabling enterprises to ship more predictive and generative models and LLM applications into production safely and responsibly. The platform includes features like LLM and ML monitoring, alerts, segmentation, root cause analysis, visualization, custom metrics, and reports. Fiddler Trust Models deliver fast response times and high accuracy in monitoring hallucination, PII, and prompt injection attacks.