analytics insights

Predictive Analytics

AI models predicting student outcomes, risk, and performance trends

Products with this capability (12)

Product	Company	Level	Details
AdaptiveTest	Desert's Edge Solutions LLC	Significant	Ability trend tracking and standard mastery prediction from assessment data; Model: Classical ML (IRT)
Workday AI	Workday	Core	Surfaces exceptions, anticipates change, and predicts the best next action in finance and HR operations
Blackbaud Fundraiser Performance Management	Blackbaud	Core	Uses predictive modeling to identify and target potential donors and optimize fundraising strategies
Student Impact Platform	Civitas Learning	Core	Institution-specific predictive models identify risk patterns, forecast course demand, and surface predictive factors of student success including retention and completion outcomes.
Cornerstone Learn (LMS)	Cornerstone	Significant	AI analyzes learner data to predict future training needs and track learning effectiveness in real time
Noodle Manage	Noodle	Significant	Transforms siloed data into strategic insights that help institutions make faster, personalized decisions across the learner journey.
Mastery Connect	Instructure	Significant	Mastery Predictive Assessments measure student proficiency and provide accurate projections of performance on summative assessments, enabling long-term planning.
Mastery Predictive Assessments	Instructure (Mastery Connect)	Core	Uses predictive algorithms to project student performance on year-end state assessments based on performance on interim assessments.
Renaissance Next	Renaissance Learning	Core	AI delivers predictive insights and identifies students who may need additional support based on real-time assessment data
Educational Impact Suite (EIS)	Watermark Insights	Significant	Uses early alerts and analytics to help student success teams identify at-risk students and improve retention
Exact Path Insights	Edmentum	Core	AI-powered diagnostics that predict achievement and fuel smarter instruction across math, reading, and language arts
Pulse AI	Pikmykid	Core	Core capability enabling proactive prediction and prevention of safety issues by analyzing patterns and identifying potential risks before they materialize.