Our Mission
Bringing clarity to higher education decisions
We are building a future where colleges and universities have the insight they need to continuously strengthen programs and align them with evolving workforce demand. Where students and families make choices supported by clear, comparable information on outcomes. Where employers build relationships with institutions that consistently prepare talent for real-world roles. Where Transparency becomes a shared advantage — fostering trust, accountability, and innovation across the ecosystem.
This isn’t a distant vision; it’s already taking shape as data, markets, and expectations evolve, and we’re helping accelerate that progress in a way that benefits everyone involved.
For years, higher education has operated under what many have called the “golden ticket” assumption: that earning a degree, on its own, reliably opens doors to opportunity. While that belief once held more weight, today’s labor market has evolved faster than the systems designed to track it. Colleges and universities are often asked to make program, enrollment, and resource decisions without timely, market-based insight into where graduates actually land. Outcome data is fragmented, lagging, or unavailable, making it difficult to align academic offerings with real-world demand. This challenge isn’t about intent or effort — it’s structural. Institutions are navigating complex governance, legacy processes, and competing priorities while the job market shifts in real time. Outcome transparency helps bridge that gap, giving colleges and universities clearer visibility into employment results so programs, departments, and strategies can evolve with confidence rather than assumption.
For students and families, the “golden ticket” belief has long shaped college decisions—the idea that choosing the right school or major alone guarantees strong career outcomes. In reality, the employment landscape has changed faster than the information available to guide those choices. Students and parents are often asked to commit significant time and cost without clear, current insight into where graduates actually land or how different programs perform in today’s job market. When outcome data is limited, delayed, or difficult to interpret, families are left to rely on reputation, anecdotes, or outdated assumptions. Greater outcome transparency helps close that gap, giving students and parents clearer visibility into employment results so they can make informed decisions with confidence, not guesswork.
Grad Graph is using graph database technology to build an outcome intelligence layer for higher education.
For Students & parents
See where graduates actually work, how careers progress over time, and which programs deliver real ROI—before making irreversible decisions.
For Colleges & Universities
Benchmark against peers using real outcomes. Identify which programs thrive, which struggle, and where investment drives measurable impact.
For Employers
Recruit from institutions with proven pipelines. Build smarter, more equitable talent strategies based on evidence—not guesswork
For Policymakers
Help identify which programs deliver strong ROI and promote social mobility. Support transparency around outcomes. Inform funding decisions with clear, evidence-based insights.
Students → programs → internships → roles → advancement
Alumni networks → employers → hiring patterns
Institutional decisions → long-term outcomes
This allows us to see how education actually works—as a living system of relationships, not a spreadsheet of snapshots.
Join the shift from reputation to results.
Make decisions based on real outcomes—not marketing promises.