In this episode of EdTech Connect, host Jeff Dillon sits down with Jeff Rubenstein, Chief Product Officer at doowii and a seasoned leader in educational technology with experience at Google, 2U, and Kaltura.
They dive into the transformative power of AI-driven data analytics in education, exploring how doowii’s platform turns fragmented student data into actionable insights—without requiring a team of data scientists.
Jeff Rubenstein shares his journey from early LMS development to tackling one of higher ed’s biggest challenges: democratizing data access across institutions. They discuss:
- Why most schools struggle with "data culture" when only a handful of people can access insights.
- How AI-powered virtual data analysts can empower admissions, student success teams, and faculty.
- Real-world examples, from predicting dropout risks to integrating labor market data for career pathways.
- The future of edtech infrastructure as institutions shift toward skills-based learning and employment alignment.
Whether you’re a CIO, IR leader, or educator, this episode offers a roadmap for breaking down data silos and putting AI to work—without the buzzwords.
Key Takeaways
- The Data Democracy Problem: Most schools call themselves "data-driven," but only 4–5 people can actually access or interpret the data.
- AI as a Force Multiplier: doowii’s platform acts as a virtual data scientist, letting non-technical users explore trends (e.g., engagement by ZIP code, first-gen student performance) without IT tickets.
- Beyond Dashboards: Traditional tools like Tableau are powerful but static. AI enables dynamic, conversational analytics (e.g., "Show me chronically absent students" → AI defines "chronic absence" contextually).
- Predictive Analytics Made Practical: Schools are using doowii to identify at-risk students and link external data (e.g., neighborhood power outages) to retention strategies.
- Integration Flexibility: doowii works standalone and embedded in systems like Canvas LMS and Salesforce, adapting to schools’ existing tech stacks.
- The Future of EdTech: Rubenstein predicts a shift from generic LMS/SIS architectures to skills-based systems tied to employment outcomes.
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