2
KH
Manager view

Team Overview

AI Engineering — 4 reports judged this week on output, goal alignment, and leverage fit. Drill into anyone to see their work.

Team scorecard · This week

Averaged across 4 reports. The three scores stay separate on purpose — a high-output team can still be misaligned with the goals that matter.

71
Output
68
Alignment
65
Leverage
Team output
71
1 vs prior
Goal alignment
68
3 vs prior
Sustainability watch
2of 4

Roster

4 people
AW
Ahmed Wael
Senior AI Engineer
Healthy
82
Output
86
Alignment
80
Leverage

Healthy. Focus time is strong; keep guarding the morning block.

3 suggested actionsView detail
MG
Mariam Gamal
AI Engineer
Watch
58
Output
44
Alignment
40
Leverage

Watch: focus time fell to 34% as coordination + admin climbed. Protect two deep blocks/week.

3 suggested actionsView detail
OM
Omar Mostafa
AI Engineer
Healthy
86
Output
83
Alignment
79
Leverage

Healthy, but the incident work pushed some after-hours. Watch next week.

3 suggested actionsView detail
AA
Ahmed Amer
Junior AI Engineer
Watch
58
Output
57
Alignment
59
Leverage

Watch: 50% of time is manual QA admin. The e2e work will rebalance this toward deep work.

3 suggested actionsView detail

Bottlenecks

From unit insight

Review latency on !412

Medium

Top-goal security MR waiting on a 2nd approval for 3h+; blocks FLOW-231.

Decision latency blocking FLOW-204

High

Mariam blocked 2 days on a backend schema call nobody has made.

No e2e automation

High

6h/release of manual QA; !407 is the first automated flow.

Misalignment alerts

24% of capacity is on legacy reporting (0.15 weight) while onboarding (0.35 weight) gets only 18%.

Mariam's week is 53% coordination + admin — well above the IC rubric expectation.