Predictive Analytics
&
Forecasting Tools
What are AI predictive analytics and forecasting tools?
AI predictive analytics and forecasting tools are tools that can sort through data and use statistics to analyze what is most likely to happen in the future. “Predictive artificial intelligence (AI) involves using statistical analysis and machine learning (ML) to identify patterns, anticipate behaviors and forecast upcoming events. Organizations use predictive AI to predict potential future outcomes, causation, risk exposure and more.” (IBM Think) The application software that can be utilized across all business types. With statistical analysis it is important to remember that this is a likelihood of outcomes not what is certain to happen.
Accuracy of AI Predictive Analytics and Forecasting:
AI predictive analytics and forecasting tools are very accurate when the data being analyzed is accurate. The speed at which AI can analyze the data and spit out a prediction can be worrisome, but the risk associated with human error is much greater. “AI brings speed, scale and sophistication to predictive analytics that simply wasn’t possible before. Traditional predictive models often required human-led feature selection, slow training times and periodic manual tuning. Today’s AI-driven platforms automate much of that process, learning from new data in real-time and improving continuously.” (Henkin, 2025)
Types of Available AI Predictive Analytics and Forecasting Applications:
There are many types of AI predictive analytics and forecasting tools in the market today. Some applications and software focus on finance. Project cost planning is among the most common. Other applications take your raw data and compile it into predicted scenarios outside the scope of finance including but not limited project timing analytics.
Popular AI Predictive Analytics and Forecasting
A couple of popular AI predictive Analytics and forecasting tools available are Anaplan and IMB SPSS Modeler that use your data to speed up decision making processes. “The Anaplan Project Cost Planning application connects project execution and financial
strategy by connecting investments to enterprise budgets on a single, intelligent platform.” (Anaplan, n.d.) Anaplan is key to speeding up financial planning and decision making. IMB SPSS Modeler takes all types of data to speed up decision making processes for all types of businesses. “IBM SPSS Modeler automatically transforms data into the best format for the most accurate predictive modeling. It now only takes a few clicks for you to analyze data, identify fixes, screen out fields and derive new attributes.” (IMB, n.d.)
Material & Research Gathered by:
Beth Clark