insights / picker
—— per-student insight

Vikram Iyer

(you are counselor — submit will trigger a 403 demo)
STU-002 · 17 yrs · Grade 12 · Aurora International Academy
confidence · MEDIUM templated from live cohort data · toggle ?live=1 for live Claude
RIASEC top 3: R I A
— riasec profile

Vikram Iyer's Holland Code

Hand-rendered SVG · 6 dimensions, scored 0–100.

20 40 60 80 100 50 50 50 50 50 50 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → RIA

— aptitude · DAT V

Student vs cohort mean

Vikram Iyer · Cohort mean

—— ai narrative

Vikram Iyer presents a Realistic-Investigative profile, with strongest RIASEC dimensions in Realistic (50) and Investigative (50). Aptitude profile peaks in speed/accuracy (50/100), with consistent secondary scores across the DAT V battery.

The career-fit algorithm produces as the top-ranked pathway (fit 0/100, demand-weighted), driven by overlap between Vikram Iyer's top RIASEC dimensions and the — career-profile signature. emerges as a credible secondary route with similar overlap on the leading dimension.

Recent counselling activity indicates engagement with stream-selection planning. Cross-instrument signal is consistent — RIASEC and DAT V do not contradict, increasing confidence in the top match.

Recommended next step. One additional career-exploration session focused on , plus a parent conversation aligning on Class 11 stream choice. Re-run battery in 6 months to confirm stability of the profile.

This summary is templated from Vikram Iyer's actual cohort data — RIASEC scores, top-5 matches, and 3 cited reports below. T07 will swap this template for live Claude inference.

why this confidence level

0 cited reports + RIASEC/aptitude cross-check. Confidence raises to HIGH after one more session and a parent meeting.

—— top 5 matches

Career fit (ranked)

Computed live · RIASEC overlap × demand index. Algorithm visible at /dashboard.
—— supervisor review · §3.4

Review status

queue →

No supervisor review yet. Submit this insight for review by an admin or reviewer before it's used in a counsellor-parent conversation.

—— citations

Source reports

Every [N] in the narrative above links to one of these reports. The summary cannot make claims that have no source.

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