Student Integrated Predictive Analytics

The Student Integrated Predictive Analytics (SIPA) suite of tools provides holistic, actionable insights to empower advisors and ensure every student thrives.

What we do

In today's complex academic environment, advisors are often overwhelmed, leading to missed opportunities to intervene, a lack of clarity on student risk factors, and ultimately, preventable attrition.

SIPA leverages a proprietary suite of decision-tree algorithms to identify the dynamic factors—academic, financial, social, and logistical—that influence student persistence. We don't just flag a problem; we highlight the path to success.

Our approach is unique: we don't automate counseling; we amplify the counselor. SIPA provides the data-informed foundation, while our interface ensures qualitative override opportunities, respecting the essential expertise and deep relationship built by your professional staff.

Components of Our Model

Holistic Insight

Go beyond grades. Our models integrate a full spectrum of student data points—from course load and financial aid status to engagement metrics—to create a truly 360-degree view of each student's journey.

Actionable Feedback

Stop sorting through spreadsheets. SIPA delivers specific, prioritized feedback factors directly to advisors, enabling timely, targeted interventions that truly move the needle on student persistence.

Empower Professionals

The human touch is non-negotiable. Our platform is designed as a collaborative tool, allowing counselors and advisors to easily review algorithmic suggestions, add their professional context, and apply their qualitative override when appropriate.

Ethical & Transparent

Built with equity in mind, our decision-tree structure ensures that all predictive factors are transparent and explainable, supporting your institution's commitment to fair and unbiased student support.

  • Michael Howe

    FOUNDER

  • Larry Rosenberger

    FOUNDER

  • Avalon Baldwin

    FOUNDER

Work with us.

SIPA is not just a tool; it's a partnership designed to help your institution maximize student potential and retention rates. We are actively seeking visionary first-college partners to collaboratively refine the future of predictive student support.