Three structured analyses
Engagement. Readiness. Yield.
CeliaConnect answers three questions about every student, every day. Each answer is a
structured JSON payload Celia writes back into a dedicated Slate field your team can
filter, report, and build lists on.
Engagement
Is this student paying attention?
What it measures
- Activity signals (logins, opens, clicks, form interactions)
- Response cadence to counselor outreach
- Last-touch quality (channel, content type, recency)
- Channel mix (email, SMS, portal, in-person)
Output
Score 0–100 plus a ranked list of the signal drivers behind it.
Slate field
SS_CELIA_ENGAGEMENT
{ score: 0-100, drivers: [...] }
Readiness
Is this student actually moving forward?
What it measures
- Application completeness
- Missing documents and checklist items
- Days stalled in stage vs. your institutional baseline
- Stage-transition velocity
Output
Score 0–100 plus an ordered checklist of what is missing.
Slate field
SS_CELIA_READINESS
{ score: 0-100, gaps: [...] }
Yield
Is this student going to enroll?
What it measures
- Cohort and program baseline probability
- Financial-aid package stage and timing
- Historical conversion for similar profiles
- Top contributing factors (positive and negative)
Output
Probability 0.00–1.00 plus the top factors driving the number.
Slate field
SS_CELIA_YIELD
{ probability: 0.00-1.00, factors: [...] }
Plus a Risk rating
(low / medium / high / critical), the specific
Risk Factors driving it, and a one-line
Recommendation for the counselor's next
action — all written to the same student record.