AI TOOLS AND INTEGRATIONS MARKET MAP
@auchenberg - February 2025
Startups enabling AIs and agentic systems to interact with the world
LAYER 4AGGREGATION LAYER
Integration platforms
Arcade provides an AI integration platform that enables teams to build and deploy custom AI solutions with enterprise-grade security and compliance.
Composio provides an integration platform for AI agents and LLMs with 250+ pre-built tools, managed authentication, and RPA capabilities, enabling developers to easily connect their AI applications with various services while maintaining SOC-2 compliance and supporting multiple agent frameworks.
Combine servlet tools directly or via Tasks to connect systems and automate your work. With fully customizable tools, your prompts can integrate any systems and create composable & intelligent microservices.
Paragon provides a no-code platform for building AI workflows and integrations, enabling teams to quickly connect AI models with enterprise systems and automate complex processes.
Pipedream Connect provides managed authentication, approved client IDs, durable components, and infrastructure for running serverless functions, across 2500+ integrated applications. One SDK, thousands of API integrations in your app or AI agent.
Toolhouse provides a cloud infrastructure platform and universal SDK that enables developers to equip LLMs with actions and knowledge through a Tool Store, offering pre-built optimized functions, low-latency execution, and cross-LLM compatibility with just three lines of code.
LAYER 3CAPABILITIES LAYER
Computer interfaces
Anthropic provides frontier AI models through the Claude family, emphasizing safety and reliability, with offerings including Claude 3.5 Sonnet and Haiku. Their models feature advanced capabilities in reasoning, coding, and computer use, while maintaining strong safety standards through Constitutional AI and comprehensive testing.
E2B provides an open-source runtime platform that enables developers to securely execute AI-generated code in cloud sandboxes, supporting multiple languages and frameworks for AI-powered development use cases.
Code interpreters and code sandboxes
E2B provides an open-source runtime platform that enables developers to securely execute AI-generated code in cloud sandboxes, supporting multiple languages and frameworks for AI-powered development use cases.
Browser interfaces
Payments
Web Scraping and data extraction
Identity, Authorization & Authentication
Authentication and authorization platform specifically designed for AI agents and LLMs, providing managed authentication and security controls for AI applications
Enterprise authentication platform with specialized solutions for GenAI applications, offering secure access control and identity management
LAYER 2FRAMEWORK LAYER
Frameworks
CrewAI provides a comprehensive platform for building, deploying, and managing multi-agent AI systems, offering both open-source framework and enterprise solutions with support for any LLM and cloud platform, enabling organizations to create automated workflows across various industries.
Provides an agent development platform with advanced memory management for LLMs, enabling developers to build, deploy, and scale production-ready AI agents with transparent reasoning and model-agnostic flexibility.
Framework for developing LLM applications with multiple conversational agents that collaborate and interact with humans.
Promptflow is Microsoft's open-source development framework for LLM applications, offering tools for flow creation, testing, evaluation, and deployment, featuring visual flow design through VS Code extension, built-in evaluation metrics, and CI/CD integration capabilities.
LLMStack is an open-source platform for building AI agents, workflows, and applications, featuring model chaining across major providers, data integration from multiple sources (PDFs, URLs, Audio, Drive), and collaborative development capabilities with granular permissions.
CopilotKit is an open-source framework for building custom AI copilots and assistants into any application. Features include In-App AI Chatbot, Generative UI, Copilot Tasks, and RAG capabilities, with easy integration and full customization options.
A framework for orchestrating multiple AI agents to solve complex tasks through collaboration and emergent behavior
Communicative Agents for 'Mind' Exploration of Large Scale Language Model Society - a framework for building and studying multi-agent AI systems
An experimental open-source framework for autonomous GPT-4 instances, enabling AI agents to work independently on complex tasks
A web-first AI framework for building and deploying AI applications with built-in security and scalability features
AgentKit is a framework for creating and orchestrating AI Agents, from single model inference calls to multi-agent systems that use tools.
LAYER 1PRIMITIVES LAYER
Runtimes
Langbase provides a serverless AI development platform featuring BaseAI (Web AI Framework), composable AI Pipes for agent development, 50-100x cheaper serverless RAG, unified LLM API access, and collaboration tools, with enterprise-grade security and observability.
Protocols
AI and model providers
OpenAI develops advanced artificial intelligence systems like ChatGPT, GPT-4, and Sora, focusing on creating safe AGI that benefits humanity through products spanning language models, image generation, and video creation while maintaining leadership in AI research and safety.
Anthropic provides frontier AI models through the Claude family, emphasizing safety and reliability, with offerings including Claude 3.5 Sonnet and Haiku. Their models feature advanced capabilities in reasoning, coding, and computer use, while maintaining strong safety standards through Constitutional AI and comprehensive testing.
Mistral AI provides frontier AI models with emphasis on openness and portability, offering both open-weight models (Mistral 7B, Mixtral 8x7B) and commercial models (Mistral Large 2), available through multiple deployment options including serverless APIs, cloud services, and on-premise deployment.
Groq provides ultra-fast AI inference infrastructure for openly-available models like Llama 3.1, Mixtral, and Gemma, offering OpenAI-compatible API endpoints with industry-leading speed and simple three-line integration for existing applications.
Cohere provides an enterprise AI platform featuring advanced language models, embedding, and retrieval capabilities that enables businesses to build production-ready AI applications with flexible deployment options across cloud or on-premises environments.
Hugging Face provides fully managed inference infrastructure for ML models with support for multiple hardware options (CPU, GPU, TPU) across various cloud providers, offering autoscaling and dedicated deployments with enterprise-grade security.
Cartesia AI delivers real-time multimodal intelligence through state space models that enable fast, private, and offline inference capabilities across devices, offering streaming-first solutions with constant memory usage and low latency.
Provides easy access to open-source language models through a simple API, similar to offerings from closed-source providers.
Offers an API for accessing and running open-source LLMs, facilitating seamless integration into AI applications.
End-to-end platform for deploying and managing AI models, including LLMs, with integrated tools for monitoring, versioning, and scaling.
Amazon Bedrock is a fully managed service that provides access to leading foundation models through a unified API, featuring customization capabilities through fine-tuning and RAG, managed AI agents for workflow automation, and enterprise-grade security with HIPAA and GDPR compliance.
Want to add your startup to this market map? Submit a PR on GitHub