Program Viability Analysis Agent
Evaluates academic program health using enrollment, financials, and market demand data
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Deploy this agent
Zero upfront cost. We deploy free — you pay only when we deliver results.
Overview
The Program Viability Analysis Agent scores every academic program on enrollment trajectory, contribution margin, market demand, competitive positioning, and student-outcome quality. It flags programs in early decline — when intervention is still possible — and identifies underexposed programs whose market demand exceeds their visibility. Provosts and deans get a single dashboard for portfolio decisions, with drill-downs to course-level economics.
Integrations
SIS for enrollment, financial systems for program-level revenue and direct costs, BLS and IPEDS for market and competitive data, your CRM for inquiry-funnel signals.
Key Metrics Tracked
- Programs reviewed per year
- Programs flagged for action with lead time
- Portfolio margin improvement
- New-program viability assessments delivered
What deployment actually looks like
What you see on this page is a demo. Sample data. The shape of the work.
Agents earn their keep when they orchestrate actions on your data. That is what we build.
We take your proprietary data and wire up the automations and AI agents that run alongside your team.
End-to-end automated, or collaborative. You stay in the loop on the actions that matter. The work happens privately, inside your systems.