A transparent way to review AI-assisted engineering work.
What goes into the score, what it leaves out and how to use it. Under validation with design partners; not proof of responsible adoption.
Overall score76Solid
DimensionYour scorevs. cohort
Effectiveness
82+12
Craft
71+6
Efficiency
65-3
Governed safety
91+16
The inputs, and how they are weighted.
Four weighted inputs, one composite; the weights are a starting point for calibration with each team, not a validated standard.
40%
Effectiveness
Durable, verified output.
25%
Governed safety
Risk managed in the boundary.
20%
Craft
Deliberate engineering practice.
15%
Efficiency
Right effort, right resources.
Composite score76Solid
Four weighted inputs resolve into one result you can trace back to its inputs.
What it measures, what it leaves out, and what it is for.
For coaching conversations and rollout reviews, not performance management; it reflects only what Tracelet observes on enrolled machines.
Durable outputRaw volume
VerificationHours online
Disciplined useWeekend activity
Governed safetyHR performance rankings
Design partners