Best 7 Tools for AI Engineers in 2025

Roboflow is a complete computer vision development platform that makes building AI models simple and fast. Think of it as the missing piece that connects your images to working AI applications. The platform handles every step of the computer vision pipeline, from organizing your data to deploying models that can recognize objects, detect defects, or analyze scenes in real-time.

Helicone AI is an open-source observability platform designed specifically for developers working with Large Language Models. Think of it as your AI application's dashboard that shows you everything happening under the hood.

Inngest is an event-driven durable execution platform built to run reliable, multi-step workflows on any platform without managing infrastructure. Think of it as a mix between traditional queues and modern serverless functions, but much better.

Trigger.dev is an open source background jobs framework that allows developers to create reliable, long-running tasks directly in their codebase. Think of it as a better way to handle any job that takes more than a few seconds to complete, without worrying about timeouts or server management.

Wordware is an AI-powered development platform that enables anyone to build and deploy AI agents using natural language programming. Think of it as the "Excel for LLMs" - a versatile tool that bridges the gap between technical and non-technical users. The platform uses advanced AI models and incorporates features like loops, branching, structured generation, and version control, making it possible to create sophisticated AI applications without traditional coding.

Deepgram is a comprehensive voice AI platform that provides three main services through easy-to-use APIs. First, it offers Speech-to-Text that converts spoken words into written text with over 90% accuracy, even in noisy environments or with heavy accents. Second, it provides Text-to-Speech that creates natural-sounding voices for apps and voice assistants. Third, it offers Voice Agent APIs that let developers build complete conversational AI systems.

Fal AI is a serverless generative media platform designed specifically for developers who want to build next-generation creative applications. Think of it as the fastest way to add AI-powered image, video, and audio generation to your apps without dealing with complex infrastructure.