Transform Learning: AI Analytics for Higher Education
Academic leaders are under pressure to demonstrate measurable improvement in retention, skill development, equity, and accreditation readiness. Transform Learning gives departments real-time insight into how students are progressing, before issues become problems.
Early Detection
Identify at-risk students weeks earlier with engagement and performance analytics that reveal struggles before grades decline.
Faculty-Friendly
Reduce reporting burdens without disrupting teaching workflows. Support, not surveillance.
Skills Tracking
Track learning outcomes and hidden skills across any course or program with AI-powered mapping and visualization.
Institutional Quality
Strengthen decision-making through AI-guided insights that reveal patterns and opportunities.
Accreditation Support
Generate clean, automatic evidence for program review and accreditation with organized documentation and narrative reports.
Built for Higher Ed
Learning analytics built for higher education, not adapted to it. Designed with academic values at the core.
Personalized Dashboards Keep Students Engaged
Students stay when they feel seen and supported. Our student dashboards greet each learner by name, track their mastery of key skills and offer instant feedback using clear ratings like “stellar” or “adequate.” Built‑in tools—on‑demand AI tutoring, peer communities and personalized next steps—help even the most at‑risk learners regain momentum. When students understand their own progress, they’re more likely to persist and complete their program.
See What Transform Learning Makes Possible
You're looking at a beautifully designed student dashboard interface—clean, modern, and intuitive. Right at the top, it welcomes the student personally: “Welcome back, Alfredo Torres,” with a cheerful photo and class info—Chemistry 101, fall 2024. That alone gives a sense of ownership and belonging.
Now, front and center is a bold success metric: 89% skills and knowledge acquisition success. That’s powerful. It gives the student a quick, motivating snapshot of their progress—measurable, visible, and encouraging. It also shows Alfredo is in his sophomore year at State College in Millvale, CA—this anchors him in a larger journey.
To the right, we have a clean breakdown of Skill Areas:
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Lab Safety – tested, and rated stellar
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Chemical Structures – tested, also stellar
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Lab Notebook – uploaded, but only adequate
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Notation – uploaded, and rated stellar
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Focused Work – evaluated through an interview, and again, stellar
Each skill has a clear type of evidence—test, upload, or interview—and a quality rating. This is key. It doesn't just say “pass” or “fail,” but gives meaningful language: stellar, adequate. That kind of feedback builds self-awareness and drives improvement.
Down below, Alfredo has access to tools like:
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AI tutor for on-demand help
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Community for peer support
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Next steps for academic planning
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Career for future-facing exploration
So how does this help with student retention?
Well, when students can see their growth, understand where they’re strong, and get nudges where they’re slipping—it builds confidence. They’re no longer just chasing grades. They're building a skill map that connects directly to their goals and future.
That clarity and sense of progress? That’s what keeps students engaged, supported, and far more likely to stay and succeed.
Real-Time Visibility for Academic Leaders
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Skill growth trajectories across courses and programs
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Course-to-program outcome alignment mapping
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Engagement trends and early-warning risk indicators
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Equity analysis by student demographics
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Narrative reports ready for accreditation
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Program-level dashboards for deans and chairs
Built for Every Academic Leadership Role
Whether you're a dean, department chair, academic affairs leader, or faculty member, Transform Learning provides the insights you need.
Visibility. Evidence. Impact.
You need visibility across programs and clear evidence of student learning. Transform Learning delivers program-level dashboards, skill-growth trends, and accreditation-ready documentation, so you can lead improvement with confidence.
➡️Cross-program dashboards showing skills growth and outcome achievement
➡️Accreditation-ready evidence organized by program and standard
➡️Institutional improvement metrics you can share with boards and stakeholders
➡️Data-driven insights that support strategic planning
Become a Transform Learning Pilot Partner
Help shape the future of AI-powered learning analytics. Join a select cohort of institutions pioneering outcomes assessment in higher education.
Early Access
Advanced analytics features months before general release
Priority Support
Direct access to our technical and academic success teams
Co-Branding
Recognition as a Founding Partner on our platform
Platform Influence
Help shape features built for your discipline
Custom Insights
Tailored analytics reports for your specific program
Spotlight Feature
Featured profile on transformlearning.ai
The Commitment
One semester. Two courses. Guided onboarding.
Faculty receive guided onboarding and departments receive tailored dashboards and analytics.
AI in Action: Real Department Impacts
See how departments across disciplines are using Transform Learning to improve student outcomes and strengthen their programs.
Psychology Department
Outcome alignment analytics revealed skill gaps in research methods coursework. Faculty redesigned key assignments based on dashboard insights and closed the competency gap within a single semester. The department's accreditation self-study cited the data as evidence of continuous improvement.
Education Program
Improved alignment between learning outcomes and student evidence across practicum placements and coursework. Faculty used analytics to ensure candidates met InTASC standards consistently, resulting in higher edTPA pass rates.
Engineering Department
Hidden skill tracking showed first-year students were strong in computational thinking but weak in technical communication. Department chairs used engagement dashboards to adjust lab activities across all sections, resulting in measurable improvement in both written and oral presentation skills.
Nursing Program
Clinical competencies required for accreditation were automatically tracked across classroom and clinical placements. The program generated complete evidence packets with minimal faculty effort, saving an estimated 40 hours of documentation work during their accreditation cycle.
The Transform Learning Founding Cohort
Only a limited number of departments will be invited into the inaugural cohort. Founding Partners are institutions committed to leading the evolution of learning analytics in higher education.
Exclusive Recognition Benefits
⭐ Digital badge for institutional marketing materials
⭐ Founding Partner certificate suitable for framing
⭐ Early access to all new platform features
⭐ Free customized analytics report for your program
⭐ Spotlight profile published on transformlearning.ai
⭐ Recognition at our annual Learning Innovation Summit
A small, high-impact group shaping the future of AI in higher education.
Ready to Transform Learning?
Whether you're a university leader looking to improve outcomes, a teacher seeking better tools, or an institution ready to embrace AI, we'd love to talk about how our solutions can help.