Grounded in the Powers Index™ of College and University Performance. Supported by the Institute for Effectiveness in Higher Education® and hosted by Kristina 'KP' Powers, PhD.

Precision Campus Customer Insights and Success Manager Wyntre Stout, PhD works alongside dozens of institutions at once, and she brings a practitioner's view of what actually moves a campus forward. She and KP talk about the wide range of data maturity across colleges and universities, why the highest-value institutional research work is interpretation rather than another recurring report, and how a partner company can take routine reporting off the IR team so that expertise reaches the people making decisions. They also get into where AI genuinely helps, and the guardrails that keep it from eroding trust in the numbers. If you lead or support an institution's data work, this conversation offers a grounded way to think about where your team's time is best spent.

This series is designed for leaders, practitioners, and institutional partners committed to building learning systems that translate expertise into opportunity.

KEY INSIGHTS

• Data maturity spans a wide range across institutions, and the early, messy stage is a normal part of the journey rather than a reason to avoid looking at your data.
• The highest-value institutional research work is interpretation and helping the campus act, not re-running the same recurring reports.
• AI can widen access to data through plain-language summaries and trend-spotting, but only inside strict guardrails that protect validity, reliability, and trust in a vetted, single-source layer.
• A partner company earns its place by taking routine reporting off the IR team so expertise can move to decision support; the IR professional's institutional context is the one thing automation cannot replace.

Powers Index™ Signal(s) in Focus

• Employee Expertise — the fluency and frequency with which people across an institution, inside and outside the IR office, interpret and use data; Wyntre makes the case that developing this capacity is where institutions gain the most.
• Partners — a partner company invested in institutional outcomes, taking routine reporting off the IR team so expertise can move toward decision support and stronger data partnerships across campus.

Key Resources

• KP on IE newsletter (on Substack)
• Kristina 'KP' Powers, PhD — EdUp Institutional Effectiveness podcast host
• Institute for Effectiveness in Higher Education®
• Powers Index of College & University Performance™