Per-student AI summaries with citations
Pick any student to see a narrative summary drawn from their assessments, sessions, and parent meetings — every claim backed by a citation to a source report.
Aanya Iyer
Strong systems-thinker (RIASEC top dims: RIS). Top match: Software Engineer (CS). The full narrative below explains how cross-instrument signal converges on this recommendation.
50 students
click any card to view summaryPer-student narrative, grounded in citations
On click, the server pulls every report, note and career-match for that student. RIASEC scores, segment, recent activity — all in one query.
Confidence is calculated from data completeness + corroboration count. Yellow band (0.5–0.7) when fields are missing — the UI shows you which ones.
Two-paragraph summary references the source rows by ID. Every claim has a citation; nothing is invented from thin air.
RIASEC hexagon (inline SVG) + aptitude bars + career match list. v2 adds rendered charts so reviewers can validate the story visually.