Opportunity MatrixPosition your institution for strategic growth
See your entire program portfolio scored against market demand, labor market outcomes, and student interest — giving you the strategic clarity to direct institutional investment with confidence.
Strategic plans reference "market demand" without a systematic, repeatable way to measure it
Peer institutions are launching programs faster because they have better market intelligence
Accreditors increasingly expect evidence of labor market alignment for program approvals
What matters to you
A strategic view of your portfolio
Three lenses that connect program decisions to institutional positioning and long-term sustainability.
Institutional Market Position
See how your program portfolio competes nationally. Identify oversaturated markets, emerging whitespace, and programs where you can lead.
- National conferral and competitor landscape
- Market saturation analysis by CIP code
- Growth trends across your full portfolio
- Online vs. on-ground competitive positioning
Workforce Alignment
Demonstrate that your graduates enter growing fields with strong employment outcomes — a critical narrative for boards, legislators, and accreditors.
- Job openings per graduate across programs
- Median salary benchmarks by occupation
- 10-year employment growth projections
- Portfolio-wide career outcome metrics
Demand & Reputation Signals
Track what prospective students are searching for and what the public is saying about your program areas — signals that predict enrollment and brand perception.
- Search volume as enrollment demand proxy
- Social media mention volume by program
- Public sentiment analysis
- Demand trend forecasting
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Scoring Pillars
Platform capabilities
Built for your workflow
Every feature designed to support how University Presidents make program decisions.
Executive Dashboard
Score distributions, demand-supply quadrants, and top-program rankings — designed for board presentations and strategic planning sessions.
Portfolio-Wide Scoring
Every program scored 1-5 across market, occupation, and search pillars. See your full portfolio ranked on a single, consistent scale.
AI Strategic Analysis
Generate executive-level program insights with AI. Ask questions about portfolio trends and get data-backed strategic recommendations.
Multi-Stakeholder Access
Role-based access lets provosts, deans, and IR teams each see what they need — with tenant isolation protecting institutional data.
Board-Ready Traceability
Every number traces to its source. When trustees ask "where does this come from?" — you have the answer in one click.
Scenario Planning
Adjust scoring weights to model different strategic priorities. Compare how your portfolio ranks under growth, efficiency, or access scenarios.