Cohere operates as an enterprise artificial intelligence (AI) company building foundation models and AI products across various sectors. The company offers a platform that provides multilingual models, retrieval systems, and agents to address business problems while ensuring data security and privacy. Cohere serves financial services, healthcare, manufacturing, energy, and the public sector. It was founded in 2019 and is based in Toronto, Canada.

Dify operates as a platform for developing generative artificial intelligence (AI) applications within the technology industry. The company provides tools for creating, orchestrating, and managing artificial intelligence (AI) workflows and agents, using large language models (LLMs) for various applications. Dify's services are designed for developers who wish to integrate artificial intelligence (AI) into products through visual design, prompt refinement, and enterprise operations. It was founded in 2023 and is based in San Francisco, California.

Fireworks AI specializes in generative artificial intelligence platform services, focusing on inference and model fine-tuning within the artificial intelligence sector. The company offers an inference engine for building production-ready AI systems and provides a serverless deployment model for generative AI applications. It serves AI startups, digital-native companies, and Fortune 500 enterprises with its AI services. It was founded in 2022 and is based in Redwood City, California.

CrewAI develops technology related to multi-agent automation within the artificial intelligence sector. The company provides a platform for building, deploying, and managing AI agents that automate workflows across various industries. Its services include tools, templates for development, and tracking and optimization of AI agent performance. The company was founded in 2024 and is based in Middletown, Delaware.

LlamaIndex specializes in building artificial intelligence knowledge assistants. The company provides a framework and cloud services for developing context-augmented AI agents, which can parse complex documents, configure retrieval-augmented generation (RAG) pipelines, and integrate with various data sources. Its solutions apply to sectors such as finance, manufacturing, and information technology by offering tools for deploying AI agents and managing knowledge. LlamaIndex was formerly known as GPT Index. It was founded in 2023 and is based in Mountain View, California.

Stack AI offers enterprise Artificial Intelligence (AI) solutions, focusing on the deployment of AI agents and workflow automation across sectors. Its offerings include a no-code platform for building and deploying AI applications, such as AI agents and chatbots, aimed at improving back-office processes. Its services are applicable in industries including healthcare, finance, education, and government, with attention to data security and compliance. It was founded in 2022 and is based in Cambridge, Massachusetts.