Performance Reviews
Stop running review cycles in spreadsheets and email threads.
What changes when you build this
The gaps you're living with today,
and what this tool fixes.
Problems
- Self-assessments, manager ratings, and calibration notes live in 3+ separate tools — HR manually stitches them together every cycle
- Managers miss submission deadlines because there's no visibility into who has and hasn't completed their reviews
- Employees can't see past review scores or track how their ratings have changed over time
- Calibration sessions rely on exported spreadsheets that are outdated before the meeting starts
- HR spends the first two weeks of every cycle chasing completions instead of analyzing results
Solutions
- One workspace where self-assessments, manager ratings, and calibration decisions live side by side
- Cycle dashboard shows exactly who has submitted, who hasn't, and how many days remain
- Employees see their own score history across cycles, giving reviews actual continuity
- Calibration views pull live data so sessions start with current scores, not last week's export
- Automated reminders handle the chasing so HR can focus on patterns and development planning
What the data model looks like
Refine generates this table structure from your
prompt. Edit columns, types, and relationships after.
100%
Mistakes to avoid
These are the failure patterns teams hit most often
when building this.
Incomplete submissions at deadlineFix: Send automated reminders at 7, 3, and 1 day before due date — and escalate to the manager's manager after the deadline passes.
Incomplete submissions at deadline
Fix:Send automated reminders at 7, 3, and 1 day before due date — and escalate to the manager's manager after the deadline passes.
Grade inflation across the boardFix: Display score distribution charts during calibration so reviewers can see where their ratings sit relative to the org.
Grade inflation across the board
Fix:Display score distribution charts during calibration so reviewers can see where their ratings sit relative to the org.
Reviews without contextFix: Require at least one written example per competency area before a review can be marked complete.
Reviews without context
Fix:Require at least one written example per competency area before a review can be marked complete.
No continuity between cyclesFix: Show the employee's previous cycle scores on the current review form so managers can reference growth or regression.
No continuity between cycles
Fix:Show the employee's previous cycle scores on the current review form so managers can reference growth or regression.
Calibration based on stale dataFix: Pull calibration views from live data instead of exporting to spreadsheets — scores update in real time as late submissions come in.
Calibration based on stale data
Fix:Pull calibration views from live data instead of exporting to spreadsheets — scores update in real time as late submissions come in.