AI is a substantial force in the world of business right now and it will only continue to grow as it becomes increasingly powerful. More companies are moving to AI-powered Intelligent Search thanks to the benefits of time efficiency and cost-effectiveness offered by automated solutions.
Intelligent Search also offers the potential for optimised productivity and swifter business decisions, of which most companies, unsurprisingly, wish to take advantage. However, due to poor data processing prior to the start of the transition towards AI technologies, many of these projects are failing.
So, how can you get AI-ready data that will facilitate and promote an Intelligent Search solution for your business?
What Data Does AI Use?
Before you get started on the process of optimising your data to ensure it is AI ready, it is important to identify what your focus should be. Most AI learning processes are reliant on historical data. It helps if the data is well-described because this will optimise the learning process and allow the AI to use the data more predictively in solving business-based problems and questions.
Assess Data Attainability
Data preparation for AI and Intelligent Search should begin with the process of ensuring that your data is readily available, easily accessible and aligned with the predicted usage. It is important to work with a comprehensive data sample to train the AI but even more fundamentally, it needs to be an organised data set that is easily searchable and logically structured. Ultimately, this will assist with the end goal of AI data processing to find business solutions when required.
Categorise Your Data
Use taxonomies to categorise your data in the process of getting ready for an AI-powered search system. It is essential to focus on the relationships between various information items and business process. Subsequently, you can allow the system to use aliases and synonyms, which makes it simple to find whatever you want, both for AI and humans.
Employ The Use Of Advanced Software
Advanced, knowledge-based software will make the data preparation process significantly easier. It will identify duplicate and unnecessary documents and ensure that your AI is trained with only the most relevant data. Optimise this process by using metadata tags to make data easily searchable.
Work With The Experts
Working alongside an expert to get your data AI ready is an excellent idea because you will get access to professionals with software and consulting experience. They can make the process run smoothly so you can get your data ready for AI.
For trusted and reliable experts, contact Flare Solutions.