Working in all 50 states and more than 100 countries, a multitude of partnerships, and working in a variety of unrelated, but worthy causes, it is clear that honing the grant selection process for success is imperative.
Factors that contribute to grant success are difficult to determine and may seem unrelated.
Identify factors indicative of failure or success using grant proposal data and external data sources, to increase the efficacy of grant funding.
Using Microsoft Cognitive Services and Bot Framework, Neal Analytics developed a chatbot capable of asking novel questions, displaying on-the-fly data metrics, and giving insight.
Behind the scenes, many different machine learning algorithms and text mining techniques were required.
By combining both internal and external data sources, a high predictive analysis is now possible from the grant proposals alone.
Bot outputs graphical and text-based insight
Bot automates user queries and answers a key question
Bot surfaces information
About Neal Analytics
Neal Analytics is a cloud, data, and AI Microsoft Gold consulting partner supporting data-driven transformation initiatives from data strategy to solution design, architecture, development, operationalization, and support.
Our expertise spans across migration and modernization, data science, AI/ML, IoT, edge computing, BI, application development, and RPA.
With a focus on right-sized and pragmatic approaches towards digital transformation, Neal leverages Agile methodologies and flexible engagement models to deliver measurable customer value.