What is Ai4Prod ecosystem?
It a software ecosystem in Python and C++ to help you manage the entire lifecycle of an AI project for production
Why it is different?
Ai4Prod is an open source solution. This means that the developer has the ability to adapt it according to their production needs. Compared to closed-source solutions, it allows much more flexibility
Compared to open source solutions Ai4Prod is an ecosystem that integrates different technologies to allow the developer to manage the entire life cycle of an AI project. The developer will no longer have to waste time looking for different solutions, Ai4Prod integrates them all.
So Ai4Prod tries to combine the flexibility of the open source world with the standardization and simplification of closed-source solutions
What is an AI lifecycle?
Ai lifecylce is the full process to create the model to solve a problem and how to use it in production. Furthermore you also need tools to control how your model is working in production and tools to help you build the model for training.
Ai4Prod is an ecosystem that bring everything together to simplify your work
Why We developed Ai4Prod?
We are software engineers specializing in artificial intelligence. So let’s get the Ai model into production and make it work. To do this our problems are different from pure research.
In recent years we have understood that one of the biggest problems of developing Ai for production is to concentrate too much, in an early development phase, on the creation of the model and little on putting it into production.
This can generate several problems when it is time for production, because perhaps time has not been invested in researching the right tools or perhaps it turns out that the performances obtained during the training phase are not the same as the model in production.
For this reason Ai4Prod integrates the training and production phase of the model in a single customizable solution. In this way the developer will have a single environment that has already been tested and will be able to choose which tools best meet the needs in production.
Who Ai4Prod is for?
- Software engineer working on Ai projects
- Freelancer
Who Ai4Prod is not for?
- People who are not familiar with coding