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AI Software: Off-the-shelf versus customization

By Anonymous User posted Fri December 03, 2021 11:21 AM

  


The subject of leveraging artificial intelligence to improve company processes is no longer one of if or why but of how. The advantages of Artificial Intelligence are evident and proven. Organizations around the world and in every business understand that Artificial Intelligence, while currently a competitive choice, will soon become the business standard due to the advantage of improving both effectiveness and the bottom line.

But as a growing number of businesses are in a race to deploy Artificial Intelligence, they are learning that construction AI solutions in-house is exceptionally challenging. For this purpose, 70% of enterprises are choosing the vendor-supplied route to deploy Artificial Intelligence solutions. But once the choice has been made to use vendor-supplied AI software, the vendor type is still crucially necessary. Until recently, the buy decision was mainly limited to off-the-shelf Artificial Intelligence software, but now, with the development of highly customizable AI, the buy choice is becoming more complex.

Advantages of Off-the-Shelf AI Software

Off-the-shelf AI software offers companies many benefits and advantages, such as decreasing costs, shortening the timeline to making, reducing the amount of growth, higher resiliency, and eliminating the need to build an in-house Artificial Intelligence center of perfection. And with such a large variety of off-the-shelf solutions similar to web scripts, companies can quickly and easily find a suitable solvent.

Disadvantages of One-Off Artificial Intelligence Software

Nevertheless, off-the-shelf AI software also has several significant drawbacks. One of the first disadvantages that enterprises often remark about off-the-shelf Artificial Intelligence is that while it is designed as a one-size-fits-all answer, this is often not how Artificial Intelligence works in practice. The one-size program usually does not meet the very specific needs of various data or decision-making rules.

Software for Artificial Intelligence Transformation

Typically, Artificial Intelligence truly makes a contrast and transforms a company requires a more customized and tailored approach. That is not to say that use-case-specific AIe software does not work. For example, businesses can succeed with off-the-shelf chat cases or other cookie-cutter-style Artificial Intelligence tools. But, once a business is looking to meaningfully increase its Artificial Intelligence goals from one use case to the entire industry, these off-the-shelf, use-case specific AI tools are minimal. They create a gradually, Frankenstein-esque type of approach to Artificial Intelligence, in which a bunch of different AI solutions are stitched together but give no continuity of data or method.

Customizable Artificial Intelligence Software

This is how the customization approach varies from off-the-shelf Artificial Intelligence software. Customization is a new way to Artificial Intelligence that has recently been included to the market. Being universally relevant, this approach is no longer extended industry or use case specific, but the technology is still highly customizable to support specific use cases. So, how is this reasonable?

The customizable way to Artificial Intelligence is based on a platform that has all of the foundational components of AI already installed, along with pre-developed suites of Artificial Intelligence capabilities, such as natural language processing, machine vision, time-series, and speech processing. With all this technology previously layered into the program, these customizable programs are a totally separate approach to deploying Artificial Intelligence than the platforms that data experts use to build AI answers. These customizable programs typically involve technology to ensure that it will be robust and stable enough to perform under all kinds of extreme data and conditions in production. 

With this type of customization program to Artificial Intelligence deployment, enterprises are able to get all the advantages of the off-the-shelf option, while also reducing any of the drawbacks. But more so, this program provides an additional advantage of supporting enterprises in achieving a full Artificial Intelligence transformation using only one platform. Customizable AI programs allow companies to scale up and scope their Artificial Intelligence goals, adding new, particular use cases for different business processes while still needing a single program to transform an entire industry. This approach assures continuity of data during all departments and operations.

The Future of Artificial Intelligence

With the advantages that this new customization option suggests, it has the potential to productize Artificial Intelligence on a global scale and expedite the pace of AI adoption for unique companies. It can support companies in competing with the biggest and largest businesses, both in terms of direct engagement and the race towards Artificial Intelligence transformation and help close the gap many tech giants have built. 


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