Hi PH community, we would like to introduce you to something that we have been tinkering with for the last 2 months. It's still in the early stages but would love some initial feedback. What's the challenge that we tackling ? The AI space is evolving fast, and it’s all incredibly exciting. But let’s be real—the journey from idea to production still takes too long. Why? Because building, deploying, and maintaining AI apps is hard. We asked practitioners why, and their feedback fell into three main buckets: complex data engineering, non-reproducible workflows, and the fragmented tooling and infrastructure landscape. What are we trying to build ? Well we asked ourselves: how can we change the above? 🤔 The crazy answer? Let’s Build AI with AI! And that’s exactly what we’re doing. Introducing Envole: your collaborative, AI-powered, end-to-end ML platform that automatically supports with everything from data cleaning to model training, evaluation, and maintenance—all in one place. It has built in human-in the loop intervention and aims to be your go to ML platform to go from idea to production fast. Our mission is to reshape how AI/ML applications are built, deployed, and maintained by creating a team of AI agents that will 10x your AI/ML development process, streamlining every stage of your ML workflow so you can focus on what really matters. The platform is built on top of existing open-source tools such as MlFlow, BentoML so we are not recreating the wheel, but rather packaging the tools you use on a daily basis in an end-to-end workflow powered by AI so that you can move fast. Imagine going from idea to deployment in days—not months. We would love to hear your feedback as we test this idea, if this sounds exciting come join us by being amongst the first to experience Envole by signing up for our waiting list at https://envole.ai. Let's chat in the comments!

Envole

Collaborative, AI-powered end-to-end ML Platform

Collaborative, AI-powered end-to-end ML Platform