1

Engineering as Competitive Advantage

Whether the engineering org drives product differentiation, not just execution.

Exceeds

Engineering decisions visibly accelerate company growth. Technical differentiation is a selling point. Investors and customers cite engineering quality.

Meets

Engineering delivers product commitments reliably. Technical debt is managed. Engineering is not a bottleneck.

Below

Engineering is a chronic constraint. Product commitments are routinely missed. Technical decisions are creating long-term risk.

Example review phrases

  • "Under their leadership, time-to-feature dropped 40% YoY—engineering is now a competitive advantage, not a bottleneck."
  • "The architecture decisions they drove 18 months ago are now allowing the product team to ship 3x faster than competitors."
2

Talent Density

Quality and depth of engineering talent. Bar-raising hiring. Attrition management.

Exceeds

Top engineers seek to join the org. Attrition is below market. Internal promotions are happening at a high rate. Confirm data shows team health is strong.

Meets

Org is generally well-staffed. Attrition is manageable. Hiring bar is consistent.

Below

Top performers are leaving. Hiring bar has softened. Org is understaffed in critical areas.

Example review phrases

  • "Voluntary attrition dropped from 18% to 9% under their leadership—reflects investment in development and calibration fairness."
  • "Has built a reputation in the market: senior engineers actively apply because of the engineering culture they've created."
3

Executive Partnership

Quality of partnership with CEO, CPO, and the broader leadership team on company strategy.

Exceeds

A key voice in company strategy, not just engineering execution. CEO and board trust their technical judgment on make-or-buy, platform, and scaling decisions.

Meets

Effective partner to CPO and CEO. Engineering is well-represented in strategy discussions.

Below

Engineering perspective is surfaced reactively. Limited strategic influence beyond the engineering function.

Example review phrases

  • "Their input on the platform rebuild decision was the deciding factor—and the call has proven right 12 months in."
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Where do these examples come from in real reviews?

Most managers write performance reviews from memory—limited to what they personally observed. Confirm surfaces behavioral evidence from across the organization: who relied on this person, what they drove, how their impact extended beyond their direct manager's line of sight. Reviews written with Confirm's data are more accurate, more defensible, and faster to write.

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