How to Choose the Best AI Platform for Your Business
Best AI Platform for Your Business
There are many different AI tools available on the market, and each one has its own strengths. Choosing the right one for your business depends on your goals and requirements.
The best AI platforms are designed to help you build and train machine learning models, deploy them at scale, and integrate them into your existing applications. They automate the supporting infrastructure, known as glue code, so that you can focus on building more effective models. They also offer an end-to-end solution that includes analytics, model management and deployment, and a variety of APIs that make it easier to experiment with new approaches and algorithms.
Large technology companies such as Google, Microsoft and Amazon dominate the end-to-end AI Platform market with their cloud-based AI services. They offer a wide range of services and provide hands-on tools for developers, data scientists and application designers. They are a good choice for mid-to-large-size businesses that have the budget to pay for an end-to-end solution and want to take advantage of their scale.
How to Choose the Best AI Platform for Your Business
Other popular AI platforms are those that operate as AI-as-a-service (AIaaS). These no-code solutions, such as Levity and IBM Watson Studio, are typically targeted at small-to-mid-size businesses that lack a team of software engineers but still want to leverage the power of AI. They are more user-friendly, but they might not be as customizable or extensible as full-featured AI platforms.
Whether you are an expert developer or a beginner looking for a quick way to deploy an AI solution, the quality of your data will be the key to success. Look for an AI software platform that offers the ability to transform and enrich your data to improve the quality of your model. It’s important that this work can be done within the same environment as your model so you don’t have to manage different software systems and database connections.
Look for an AI platform that maintains strong ties with the open-source community and provides easy access to a range of tools. Ensure they provide support for their own open-source software by hiring developer relations teams and providing content that teaches the wider data science and machine learning communities best practices. They should also have a system in place to track vulnerabilities for all open-source components on the platform and report those to their users in a timely manner.
The best AI platforms are flexible and scalable to handle your growing business needs. Ensure that your chosen AI tools can be integrated with your communication systems, CRM and other administrative software systems. Also, make sure they can handle increasing volumes of customer data and still perform efficiently. The last thing you want is to have a slow, unresponsive AI tool that fails when your customer base grows. Ask your potential technology providers about these requirements before you decide to move forward. Then you can be confident that your AI platform is a good fit for your business.