Thinklytics

Higher Education Analytics Consulting

Higher education data analytics consulting for universities. We fix enrollment analytics, retention reporting, and accreditation data packages.

Topics

  • higher education data analytics consulting
  • university analytics consulting
  • enrollment analytics
  • retention analytics
  • accreditation data
  • IPEDS reporting
  • financial aid analytics

Work delivered in this industry

Texas A&M University System

We merged 11 campus data warehouses into a single system, cutting infrastructure costs by $2.3 million annually and speeding report delivery from five days to same-day.

$2.3M Annual infrastructure savings.

Texas Tech University System

We audited and fixed research data systems in 14 departments to secure $6.8M in federal AI research funding.

$6.8M Federal grant funding secured.

Austin Community College

We delivered student success analytics to 220 advisors, cutting the time to identify at-risk students from three weeks to two days and helping retain 1,240 more students.

1,240 Students retained in first semester.

Baylor University

We implemented a university-wide data governance program that fixed four years of inconsistent enrollment and research data and automated $2.8M in federal reporting.

$2.8M Annual reporting labor automated.

University of Texas System

We automated the financial aid disbursement process using AI, cutting processing time from 14 days to 36 hours and saving $1.7 million in annual labor costs.

14 days to 36 hrs Disbursement processing time.

What clients in this industry usually arrive with

  • Reporting cannot be trusted, described as sales and finance numbers do not match or inconsistent KPI reporting. Resolved by Metric governance, data cleaning, master data management, data engineering.
  • Reporting takes too much work, described as automate monthly reporting or combine reports from multiple systems. Resolved by Executive reporting, integrations, ERP consolidation.
  • Employees waste time finding information, described as search internal company documents or find policies and procedures quickly. Resolved by Knowledge assistant, RAG, unstructured data platform.
  • Systems require manual handoffs, described as eliminate manual data entry between systems or automate approval workflows. Resolved by API integration, workflow automation, human review design.
  • AI projects are not delivering value, described as measure AI ROI or AI pilot not moving to production. Resolved by Strategy, readiness assessment, AI PMO, adoption.
  • AI is too risky to deploy, described as AI confidential data protection or control AI agent permissions. Resolved by Governance, AI security, agent identity, evaluation.

Other industries

Start with the 30-day Analytics Truth Audit.

Higher Education data work that holds up under scrutiny.

Why higher education data projects stall.

What higher education clients ask before they engage.

Often paired with Higher Education engagements.

Ready to make your institutional data defensible?

Yes. We have worked with all major student information systems. We build the semantic layer and metric definitions on top of your existing SIS rather than replacing it, which means your existing processes are not disrupted.

Yes. We have helped institutions prepare accreditation data packages for HLC, SACSCOC, and regional accreditors. We build the data pipelines and documentation that make your self-study defensible and your data room audit-ready.

How do you handle the complexity of multiple campuses or systems?

Multi-campus and system-level institutions are our specialty. We build a unified semantic layer that accommodates campus-level variation while producing consistent system-level metrics. Every campus sees its own numbers; leadership sees the consolidated view.

Most higher education engagements run 10 to 16 weeks for the initial data foundation work. We start with a 30-day Analytics Truth Audit that maps your current state and produces a prioritized roadmap before any build work begins.

Higher education data analytics consulting for universities. We fix enrollment analytics, retention reporting, and accreditation data packages.

Analytics consulting for universities and colleges. Enrollment, retention, and outcomes data.

Universities sit on enormous data assets and struggle to use them. We build the metric layer that makes enrollment, retention, financial aid, and research reporting consistent across every department and defensible in every accreditation review.

Start with a 30-day Analytics Truth Audit. We identify exactly what is broken and give you a 90-day roadmap to fix it.