Eden AI unifies ML APIs from several cloud providers – TechCrunch

French start-ups Eden AI raised a $1.6 million pre-seed round (€1.5 million) to build a programming interface that allows you to access AI tools from multiple vendors. The company unifies those APIs and provides a simple way to try them out and mix and match.

Over the past few years, cloud providers large and small have magically built data processing APIs in their cloud infrastructure using machine learning models. For example, you can use these APIs to detect and extract text from an image, recognize objects, extract keywords from a block of text, convert speech to text, translate text and more.

However, all of those APIs are not quite equivalent. Some APIs are better than others. Some APIs work well in one language but not in another. Some APIs are also easier to use and implement.

Eden AI is building the API to rule them all. “We started as a consulting firm specializing in data science and AI,” co-founder and CEO Taha Zemmouri told me. “As consultants, we cannot directly recommend the best models because we have to test them first,” he added later.

The startup has established 20 partnerships with AI tool vendors, such as Mindee, Dataleon, Deepgram, AssemblyAI, Rev.AI, Speecharies, 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 pricing evolves, Eden AI also offers some flexibility as you’re no longer tied to a single cloud provider. In terms of payments, you don’t have to open a user account with each provider. Instead, your Eden AI account gives you access to all of those APIs.

If you already have an account on a specific cloud, you can also add your own key to use your own account. Eden AI doesn’t charge more than you get from cloud providers. The startup takes a cut from the supplier side.

Next, the company wants to automatically choose the API that suits your needs. Currently, customers must define the provider in their API calls. But can you imagine a feature that allows Eden AI to choose the best path for you.

Backed by Paris-based accelerator 50 Partners, the company raised the seed round from several business angels, such as Olivier Pomel (Datadog), Nicolas Dessaigne (Algolia), Sébastien Pahl (Docker), Julien Lemoine (Algolia), Benjamin Fabre (DataDome), Laurent Letourmy (Ysance), Jean-Baptiste Aviat (Sqreen), Georges Gomes (Div Riots) and Thomas Grange (Botify).

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