Artificial intelligence has drastically changed the way in which businesses collect, process and utilize data. From interactions with their clients and customers to internal team collaborations, there are many places where companies now tap into the benefits of AI or artificial intelligence. 

Artificial Intelligence Platform

Artificial Intelligence Platform is a term that all kinds of businesses should now understand as they make the switch to an AI-based approach. Whether the decision is to fully rely on an enterprise AI platform or to simply use an AI platform to build an application the concept of AI platforms comes into the picture. 

Remember that AI is more than just smart face detection and speech to text conversion. AI is more than just the anthropomorphic assistants on your smartphones. To really understand the potential of what AI can offer, you should know about AI platforms. Remember that these are very much different from AI solutions that you can directly outsource. AI platform is more of a framework where you can develop the applications required for your business. This could be on any scale and you can always choose to expand it if your pilot run turns out to be successful and if you wish to increase the scope of automation in your company. 

Components of an Artificial Intelligence Platform 

  • Data and integration layer 

This is the one where the core data for the system to learn would be fed. It all depends on the integrity of the data being fed. A good platform lets you create data pipelines in a more user-friendly approach. 

  • Experimentation layer 

From selecting the model to finalizing on the features, a lot of the foundation work by AI scientists happens in this layer. This is more like the conceptualization layer before actual implementation.

  • Operations and deployment layer 

Once the AI scientists have created the idea, this layer is where the DevOps team is also involved so as to understand the risks in operations while implementing or even when it comes to deploying the concept. 

  • Intelligence layer 

After risk assessment this layer is where the implementation happens. Code snippets that are repetitive or reusable are picked for replicating the process for future trial runs. 

  • Experience layer 

This is another user-friendly component in the platform. While the machine learning functions are all active in the background, this layer of the AI platform has a more human-friendly interface. 

An overview of the benefits 

There are plenty of choices out there, so you should know what kind of attributes to analyze in order to choose the right AI platform for your business. Depending on the platform you choose, here are some of the possible benefits you would enjoy –

  • Easy machine learning capabilities in diverse cloud platforms 
  • Long-term support especially when you plan to scale in future 
  • Features personalized for an e-commerce infrastructure 
  • Natural language processing 
  • Inherent image processing and pattern recognition features 
  • Visual interface for better management 

Even if your business only needs a simple tool built on an AI platform it would be helpful to understand the basics. With this, you would be able to choose the best choice in AI platforms while also saving money. So, do your research, compare the options out there and pick one that suits your use case the most.