Opportunity MatrixQuantify the ROI of every program before you invest
Connect program investment decisions to labor market outcomes, enrollment demand signals, and competitive positioning — so every dollar goes to programs with proven market traction.
Program proposals arrive without market evidence to justify the investment
No way to compare program ROI potential across disciplines on a common scale
Underperforming programs consume budget while high-opportunity niches go unfunded
What matters to you
The data behind the investment
Every score connects program viability to financial outcomes — salary data, job placement ratios, and market demand.
Salary & Placement Data
See median salaries, total job openings, and job-openings-per-graduate ratios — the metrics that predict whether graduates find employment and justify tuition.
- Median salary by CIP-linked occupations
- Job openings per graduate (supply vs. demand)
- Annual opening and total job counts
- 10-year employment growth projections
Competitive Market Position
Understand how crowded each program market is and where your institution can capture share. Identify oversaturated fields and whitespace opportunities.
- Total competitors per CIP code
- Online-only competitor counts
- Conferral growth trends (CAGR)
- Market competitiveness score
Enrollment Demand Signals
Search volume is a leading indicator of enrollment. High search volume + low competition = high ROI program launch opportunity.
- Monthly US and global search volumes
- Keyword demand across program variations
- Social sentiment as brand risk indicator
- Demand trend direction for pipeline forecasting
0
Data Sources
0+
Data Points
0%
Traceable
0
Scoring Pillars
Platform capabilities
Built for your workflow
Every feature designed to support how CFOs & VPs of Finance make program decisions.
Opportunity Scoring
Every program gets a composite 1-5 score from market, occupation, and search data — making cross-discipline comparison instant.
Run-Over-Run Trends
Track how opportunity scores change over time. Spot declining programs before they become budget drains.
Outlier Detection
Statistical outlier flagging identifies programs with unusually high or low metrics — early warning for risk or opportunity.
Audit-Ready Traceability
Every score traces from composite → pillar → component → raw value → source. Built for stakeholder scrutiny.
PDF Program Reports
Generate investable program profiles with AI-written analysis, market data, and methodology — ready for board packets.
AI-Powered Insights
Ask questions about your program data in natural language. Get SQL-backed answers with auto-generated charts.