Leila Xu
A-2322Their final recommendation: “Profit fell because of the longer Spring Sale and free shipping on online growth; rent is minor (−$1M).” · revised after Maya's challenge
Interview decision
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Digest · three moments, each linked to its time in the log
Rubric · 4 dimensions · 1–10 · click for anchors and evidence
Scores backed by Keewano evidence this candidate company baseline (avg of 2 sample employees) applicant median (n = 21)Evidence from Keewano
Evidence from Keewano
Evidence from Keewano
Evidence from Keewano
Review aid (demo rubric), not a hiring decision · scored by claude-opus-5 from the action log
Beside sample employees · same case
Sample employees| Leila Xu | Associate ConsultantSample employee · 2nd year | Engagement ManagerSample employee · Manager | |
|---|---|---|---|
| Problem definition | 5 | 9 | 9 |
| Communication | 8 | 9 | 8 |
| AI verification | 9 | 9 | 9 |
| Adaptation | 5 | 9 | 9 |
| Checked the AI's claim | yes | yes | yes |
| Asked the client finance analyst | no | yes | yes |
| Revised after the challenge | yes | yes | yes |
| Time on the case | 40m 00s | 33m 20s | 21m 40s |
Two reference runs of the same case by sample employees, shown for context. Not a benchmark: no percentiles or predictions from two samples.
Evidence · open the exact exchange behind each claim
Asked Leo Park a clarifying question
“Where's the 20% rent number from? The summary shows 30 → 31.” · Leo shared a fact only they knew
#6
From app event log
Checked the AI's answer and corrected it
AI: “Summary of the preliminary findings: the main controllable driver is…” · Candidate (disagree): “Not right: rent is 30 → 31 in the financial summary, about −$1M, so Leo's −6 and the 20%…”
#3 · #5
From app event log
Revised after Maya's challenge
Before: “Profit fell because of the longer Spring Sale and free shipping on on…” → After: “Profit fell because of the longer Spring Sale and free shipping on on…”
#9 · #10 · #11
From app event log
Mid-point check-in
Never sent the required check-in to the manager.
Missing from the record: nothing to open.