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Performance
Merit Cycle Decision Support
Decision support surfaces performance evidence, compa-ratio, and equity flags.
The problem
Compensation reviewers lack unified performance context during merit decisions.
The opportunity
Less time on lookup. A person still owns anything that affects someone's job.
What the solution does
Decision support surfaces performance evidence, compa-ratio, and equity flags.
How it works
Performance, compensation, and tenure data are combined in reviewer workflows.
Who uses it
- Managers
- Employees
- HRBPs
Data required
- Relevant HRIS / ATS records
- Role or policy context
- Access and consent rules
AI / technology patterns
- Automation
- LLM
Reported impact
No independently reported impact recorded for this item yet.
Impact categories
- Decision support
- Quality
Limitations and risks
Stale data, inherited bias, and privacy rules. Name a human who is accountable for career-affecting answers.
What implementation requires
Start with one process. Agree how you will score it. Involve legal and HR before you scale. Track whether people use it, not only whether the model is accurate.
Updated 2026-08-09