The platform is not the story — your program portfolio decisions are. Every engagement follows one repeatable arc, so the evidence stays comparable and the recommendation stays defensible.
Portfolio comparison, peer context, a directional business case, and AI-assisted inquiry — connected in one decision workflow.
Find the portfolio pattern and build the short list. Insights scores every program across market demand, occupation outlook, and search volume — then explains why each one rises or falls.
Peer benchmarking answers a different question from market size: how is your institution positioned to capture the opportunity? See the matched peer logic, your completions, the peer median and range, and where each program sits in the distribution.
Directional completions forecasts and an editable financial model. Compare trajectories, identify sensitivity, and replace defaults with your own enrollment, tuition, retention, and cost assumptions — the institution owns the case.
Interrogate the run and synthesize findings. Ask a decision question in plain language, get an answer grounded in your data — and verify it against the visible run before it shapes the story. Available on its own screen or in context anywhere in the suite.
Every program is scored across market, occupation, and search signals — and every pattern points toward a decision path.
Illustrative data. The composite is a versioned, relative comparison within the run — not a probability of success, and not an automatic launch or sunset decision.
Market opportunity describes the external case. Institutional readiness describes whether you can credibly design, deliver, differentiate, support, and sustain the program. The two dimensions together point to one of four decision paths — select a quadrant to explore.
20+ distinct data points from four trusted sources flow into every opportunity score — so every pattern in the matrix is grounded in real market evidence.
Scores, forecasts, and AI responses are evidence for a decision — never a verdict. Here is how we keep the interpretation honest.
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