—— capability 3 of 6 · Insights
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.
—— hero example · hand-crafted summary
Aanya Iyer
CY-29481
·
Grade 11
·
Aurora International Academy
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.
View narrative
50 students
click any card to view summaryAnanya Shetty
CY-98022 · Gr 12
Top: Data Scientist (research)
Jacaranda Heights
Mira Krishnan
CY-53742 · Gr 10
Top: Product Designer
Jacaranda Heights
Sneha Verma
CY-47091 · Gr 9
Top: Dentist
Banyan Tree Public School
Sai Choudhary
CY-16225 · Gr 9
Top: Dentist
Mountain View Public School
Aarav Sharma
CY-74851 · Gr 10
Top: Chartered Accountant
Jacaranda Heights
Anvi Patel
CY-78073 · Gr 11
Top: Dentist
Aurora International Academy
Aditya Banerjee
CY-89443 · Gr 9
Top: Startup Founder
Nilgiri International
Ishaan Gupta
CY-97182 · Gr 9
Top: AI/ML Engineer
Jacaranda Heights
Ananya Bhatt
CY-20268 · Gr 12
Top: Dentist
Jacaranda Heights
Kiara Kumar
CY-52130 · Gr 10
Top: Startup Founder
Jacaranda Heights
Veer Kapoor
CY-42366 · Gr 10
Top: Investment Banker
Nilgiri International
Siddharth Kapoor
CY-99765 · Gr 10
Top: Management Consultant
Aurora International Academy
Vanya Singh
CY-12459 · Gr 10
Top: UX Designer
Mountain View Public School
Anvi Reddy
CY-16871 · Gr 10
Top: Data Scientist (research)
Jacaranda Heights
Yash Bhatt
CY-91495 · Gr 12
Top: Quantitative Analyst
Jacaranda Heights
Ishita Banerjee
CY-57922 · Gr 10
Top: Investment Banker
Banyan Tree Public School
Ananya Desai
CY-91202 · Gr 9
Top: Investment Banker
Banyan Tree Public School
Anvi Mehta
CY-61915 · Gr 10
Top: Dentist
Mountain View Public School
Drishti Khan
CY-24820 · Gr 11
Top: Chartered Accountant
Banyan Tree Public School
Ishaan Kumar
CY-61030 · Gr 10
Top: Management Consultant
Nilgiri International
Sneha Rao
CY-26060 · Gr 12
Top: Management Consultant
Jacaranda Heights
Sneha Reddy
CY-28847 · Gr 10
Top: Chartered Accountant
Banyan Tree Public School
Harsh Bhatt
CY-20690 · Gr 12
Top: Product Designer
Jacaranda Heights
Avani Shetty
CY-74475 · Gr 11
Top: Chartered Accountant
Banyan Tree Public School
Drishti Kumar
CY-75553 · Gr 9
Top: Investment Banker
Banyan Tree Public School
Zara Menon
CY-67884 · Gr 10
Top: Dentist
Mountain View Public School
Arjun Rao
CY-76172 · Gr 10
Top: Doctor (MBBS)
Nilgiri International
Ayaan Patel
CY-70668 · Gr 12
Top: Chartered Accountant
Jacaranda Heights
Vivaan Singh
CY-70870 · Gr 11
Top: Product Designer
Nilgiri International
Sneha Patel
CY-77991 · Gr 12
Top: Software Engineer (CS)
Mountain View Public School
Aaradhya Rao
CY-32699 · Gr 9
Top: Dentist
Banyan Tree Public School
Pranav Krishnan
CY-72945 · Gr 9
Top: Quantitative Analyst
Banyan Tree Public School
Krishna Subramanian
CY-21108 · Gr 12
Top: Quantitative Analyst
Mountain View Public School
Aditi Chatterjee
CY-74466 · Gr 12
Top: Chartered Accountant
Jacaranda Heights
Harsh Bhatt
CY-20276 · Gr 10
Top: Dentist
Mountain View Public School
Arjun Krishnan
CY-14193 · Gr 12
Top: Quantitative Analyst
Banyan Tree Public School
Anika Subramanian
CY-11739 · Gr 11
Top: UX Designer
Aurora International Academy
Vivaan Chatterjee
CY-96560 · Gr 11
Top: Chartered Accountant
Mountain View Public School
Vanya Subramanian
CY-34214 · Gr 9
Top: Product Designer
Banyan Tree Public School
Aditi Menon
CY-43385 · Gr 9
Top: Chartered Accountant
Jacaranda Heights
Aditya Krishnan
CY-46839 · Gr 11
Top: Data Scientist (research)
Banyan Tree Public School
Shreya Khan
CY-14603 · Gr 12
Top: Chartered Accountant
Nilgiri International
Harsh Kapoor
CY-12352 · Gr 10
Top: Investment Banker
Aurora International Academy
Anika Menon
CY-43001 · Gr 9
Top: Product Designer
Jacaranda Heights
Yash Bhatt
CY-33032 · Gr 12
Top: Investment Banker
Banyan Tree Public School
Aditi Krishnan
CY-88898 · Gr 11
Top: Lawyer / Legal Counsel
Mountain View Public School
Rohan Mehta
CY-71786 · Gr 9
Top: Chartered Accountant
Aurora International Academy
Kabir Khan
CY-13225 · Gr 11
Top: Product Designer
Jacaranda Heights
Sneha Kapoor
CY-19643 · Gr 9
Top: Startup Founder
Nilgiri International
—— how Insights works
Per-student narrative, grounded in citations
1
Gather
On click, the server pulls every report, note and career-match for that student. RIASEC scores, segment, recent activity — all in one query.
2
Score
Confidence is calculated from data completeness + corroboration count. Yellow band (0.5–0.7) when fields are missing — the UI shows you which ones.
3
Narrate
Two-paragraph summary references the source rows by ID. Every claim has a citation; nothing is invented from thin air.
4
Visualise
RIASEC hexagon (inline SVG) + aptitude bars + career match list. v2 adds rendered charts so reviewers can validate the story visually.