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Experience layer

Performance Management

Goals, reviews, feedback and calibration.

Structures review cycles, goals or OKRs, continuous feedback, one-on-ones and calibration so performance conversations happen consistently.

Where AI-native alternatives are emerging

AI-drafted review summaries and feedback suggestions are now common. Organizations are setting rules on where AI drafting is acceptable in evaluative writing.

Typical use cases
  • Review cycles
  • Goals and OKRs
  • Calibration
  • One-on-ones and feedback
When organizations need it
  • Review cycles run on documents and take weeks to chase
  • Calibration lacks a shared view of ratings and evidence
  • Goals live in too many places to be useful
Questions to ask vendors
  • How flexible are review templates, cycles and rating scales?
  • How does it handle calibration and promotion decisions?
  • Will managers actually use it between cycles?

Representative vendors

Listed alphabetically. Examples, not rankings or endorsements.

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