Best serverless AI tools

JigsawStack offers a suite of purpose-built, small AI models for developers, accessible via a single API. It simplifies complex backend tasks like web scraping, OCR, translation, and speech-to-text with fast, reliable, and scalable infrastructure. Designed for seamless integration, it provides a developer-first experience with structured data output and global support, enabling teams to build and ship features faster.

Voxal is a serverless AI chatbot builder that deploys directly to your AWS account. It offers a one-time payment model for lifetime ownership, ensuring 100% data privacy and control. Integrate your own OpenAI and Pinecone keys for unlimited usage, advanced features like GPT-4, and white-label solutions.

Inferless is a serverless GPU platform designed for developers to deploy machine learning models in minutes. It eliminates infrastructure management, offering automatic scaling from zero to handle spiky workloads. The platform is optimized for lightning-fast cold starts and cost-efficiency, allowing users to save up to 90% on GPU bills by paying only for what they use.

Zeabur is an AI-powered deployment platform (PaaS) designed for developers. It enables one-click deployment for any project, including front-end, back-end, databases, and AI agents, directly from code or through conversational AI. Featuring a pay-as-you-go model, automatic configuration, and auto-scaling, Zeabur simplifies cloud infrastructure, allowing developers to focus solely on coding.

PPIO is a leading distributed cloud computing platform providing cost-effective, high-performance AI computing power, model APIs, and edge computing services. It offers developers and enterprises one-stop solutions for AI, video, and metaverse applications, featuring serverless GPUs, containerized instances, and access to popular large language and multi-modal models.

Google Cloud is a comprehensive suite of cloud computing services that provides infrastructure, platform, and serverless environments. It excels in AI/ML with Vertex AI and Gemini, data analytics with BigQuery, and offers scalable, secure infrastructure for businesses of all sizes, from startups to global enterprises.

Hypi is a low-code platform designed to accelerate application development. It provides a serverless backend, instant GraphQL APIs, and real-time data synchronization, enabling developers and businesses to build and scale applications faster and more efficiently without managing infrastructure.

Playroom is a serverless backend platform designed for developers to build and scale multiplayer web and social games in minutes. It eliminates the need for complex server setup and management by providing a low-latency, auto-scaling infrastructure, a simple SDK, and pre-built modules for features like lobbies, chat, and AI-powered content generation.

Backmesh is an open-source Backend as a Service (BaaS) designed for AI applications. It acts as a secure LLM API Gatekeeper, allowing developers to call LLM APIs like OpenAI and Gemini directly from web or mobile apps without exposing private keys. It offers features like JWT authentication, per-user rate limiting, and built-in analytics to manage and monitor API usage effectively.

SurrealDB is a next-generation, multi-model cloud database designed for modern applications. It simplifies backend development by unifying document, relational, graph, and time-series models with built-in full-text search, vector search, and in-database machine learning. Built for scalability and real-time data, it empowers developers to build complex, AI-powered applications with unprecedented ease and speed.

Fleak is an enterprise-ready, serverless platform for building self-healing AI data workflows. It simplifies data transformation and integration across systems using a low-code, drag-and-drop interface. Fleak unifies API services and streaming data processing, orchestrates LLMs, and ensures enterprise-grade governance, reducing engineering time by up to 90% without requiring infrastructure management.

Supabase is an open-source Firebase alternative, providing a complete backend solution built on Postgres. It offers a suite of tools including a database, authentication, instant APIs, edge functions, real-time subscriptions, storage, and vector embeddings to accelerate application development from prototype to production.

saasconstruct is a comprehensive SaaS boilerplate for AWS, designed to help developers build and launch full-featured, AI-ready applications in a single day. It provides a complete serverless infrastructure, frontend (Vue.js), backend (Python), payment integrations (Stripe/LemonSqueezy), authentication, and a CI/CD pipeline, drastically reducing development time and initial costs.

Convex is a backend-as-a-service platform for web developers, offering a reactive TypeScript database that simplifies building full-stack, real-time applications. It provides serverless functions, file storage, and vector search with end-to-end type safety, making it a powerful, developer-friendly alternative to Firebase.

Steamship is a developer platform for building and deploying autonomous AI agents, often referred to as "AI Employees." It provides the infrastructure to create, host, and scale agents that can perform complex, long-running tasks like marketing management, customer support, and more.

Cerebrium is a serverless AI infrastructure platform designed for developers to deploy, manage, and scale machine learning models with ease. It abstracts away complex infrastructure, offering features like auto-scaling, fast cold starts, and pay-per-use GPU access, enabling teams to build high-performance AI applications without managing servers.

Spaceship is an AI-powered platform for developers to build, deploy, and scale web applications. It automates workflows, optimizes code, and provides intelligent insights to accelerate the development lifecycle from code to global deployment.

Defang is an AI-powered platform that simplifies cloud deployment. It enables developers to take any Docker Compose project and deploy it to major cloud providers like AWS and GCP with a single command, automating complex infrastructure setup, security, and scaling.

Amazon Web Services (AWS) is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. It provides a vast suite of AI and machine learning tools, including Amazon Bedrock for building generative AI applications with leading foundation models, Amazon SageMaker for the complete ML lifecycle, and the powerful Amazon Nova models for advanced text, image, and video generation.

Vercel is a frontend cloud platform providing developers with the tools and infrastructure to build, scale, and secure faster, more personalized web experiences. It offers zero-config deployments, a global edge network, and serverless functions. With its new AI Cloud, Vercel simplifies the development and deployment of high-performance AI-powered applications, enabling features like streaming LLM responses with ease.

SvectorDB is a serverless vector database designed for developers. It simplifies building AI applications like recommendation engines, semantic search, and RAG systems with pay-per-request pricing, instant updates, and built-in vectorizers. Go from prototype to production with just a few lines of code.

BuildShip is a low-code, AI-powered platform for visually building backend workflows, APIs, and scheduled jobs. Connect any AI model, database, or tool using a drag-and-drop interface or natural language prompts. Go from idea to a scalable, production-ready backend in minutes, with the flexibility to use JavaScript/TypeScript for advanced customization. Ideal for developers and creators alike.

Dynobase is a professional GUI client for AWS DynamoDB, designed to accelerate development workflows. It features an intuitive interface for data exploration, a powerful query builder with SQL support, and an AI-powered code generator for multiple languages. With features like offline support, advanced filtering, and secure AWS integration, Dynobase simplifies DynamoDB management for developers on macOS, Windows, and Linux.

Beam is a serverless cloud platform designed for developers to run, scale, and deploy AI/ML models and applications on GPUs with ease. It offers instant autoscaling, pay-per-second billing, and a streamlined workflow, allowing you to go from code to a scalable API in minutes without managing complex infrastructure.