French startup Eden AI has raised a $1.6 million pre-seed round to build an API that gives you access to multi-vendor AI engines. The company unifies these APIs and provides an easy way to experiment and combine them.
In recent years, cloud providers large and small have developed APIs that magically process data in their cloud infrastructure using machine learning models. For example, you can use these APIs to recognize and extract text from images, recognize objects, extract keywords from a block of text, convert speech to text, translate text, and more.
And yet, all of these APIs are not entirely equivalent. Some APIs are better than others. Some APIs work well in one language but not so well in another. Some APIs are also easier to use and implement.
Eden AI builds the API to rule them all. “We started out as a consulting firm specializing in data science and AI,” co-founder and CEO Taha Zemmouri told me. “As consultants, we couldn’t directly recommend the best model because we had to test it first,” he later added.
The startup has established 20 partnerships with AI engine providers such as Mindee, Dataleon, Deepgram, AssemblyAI, Rev.AI, Speechmatics and Lettria. It is also compatible with major cloud providers such as Amazon Web Services, Microsoft Azure and Google Cloud.
“We created an overlay that acts as a single entry point. Switching to another provider is as easy as changing a parameter in the API,” said Zemmouri.
As prices evolve, Eden AI also offers some flexibility as you are no longer tied to a single cloud provider. On the billing side, you don’t have to open a user account with every provider. Instead, you can access all of these APIs through your Eden AI account.
If you already have an account on a specific cloud, you can also add your own key to use your own account. Eden AI charges no more than what you would get from cloud providers. The startup takes a cut on the provider side.
Next, the company wants to automatically select the right API for your needs. Currently, clients must define the provider in their API calls. But you can think of a feature that allows Eden AI to choose the best route for you.
Backed by Parisian accelerator 50 Partners, the company has raised its pre-seed round from several business angels such as Olivier Pomel (Datadog), Nicolas Dessaigne (Algolia), Sébastien Pahl (Docker), Julien Lemoine (Algolia) and Benjamin Fabre (DataDome) , Laurent Letourmy (Ysance), Jean-Baptiste Aviat (Sqreen), Georges Gomes (Div Riots) and Thomas Grange (Botify).
Eden AI unifies ML APIs from several cloud vendors – TechCrunch Source link Eden AI unifies ML APIs from several cloud vendors – TechCrunch