Performance management software should help managers have better conversations and make fairer, better-supported decisions. It should not make employees spend more time documenting work than discussing how to improve it. The form is only useful if the process around it earns people’s time.
Test a difficult conversation, not an empty form
Ask a supplier to show an employee whose priorities changed halfway through the year. Can the manager update goals while keeping the history? Can both people see what was agreed? Does the review acknowledge the changed work, or still judge the employee against an abandoned plan?
Next consider feedback from several colleagues. More comments do not automatically create a fair assessment. The system should help managers distinguish specific observations from vague impressions and give employees a reasonable way to respond.
If ratings inform pay or promotion, understand who can change them and what remains visible afterward. Calibration should improve consistency; it should not become an unexplained process that produces a different rating after the employee’s conversation has ended.
Define the purpose of the process
Separate development conversations, performance assessment, pay decisions, and succession planning. They may connect, but they involve different evidence and expectations. If everything happens in one form, employees may reasonably focus on the pay outcome rather than a candid development discussion.
State what a manager should do more consistently after the software launches. Examples include agreeing clear goals, recording feedback close to the event, or following up on development actions.
Test a complete review cycle
Ask the vendor to demonstrate goal creation, a mid-cycle change, employee reflection, manager feedback, calibration, and final acknowledgement. Include an employee who changes manager or role during the cycle.
Check whether previous goals and context remain visible without exposing information to the wrong people. Confirm who can edit a completed review and whether changes leave a history.
Look for useful evidence, not more scoring
- Can goals describe outcomes and relevant context?
- Can employees respond to feedback and correct factual errors?
- Can managers distinguish direct observation from secondhand comments?
- Does calibration preserve reasons for a decision?
- Can development actions be followed through into learning or work assignments?
Avoid treating a numerical rating as more objective simply because software calculated it. Review the process and evidence behind the number.
Review AI assistance separately
Writing support can help a manager organize notes, but it should not invent examples or replace direct observation. Test whether generated text accurately reflects the supplied evidence and whether sensitive information is handled appropriately.
The NIST AI Risk Management Framework offers a voluntary framework for organizing AI risk discussions. For your review process, specify which uses are permitted, who checks outputs, and how an employee can challenge an inaccurate statement.
Measure whether the process improves
Completion rates show administrative follow-through, not conversation quality. Review goal clarity, overdue actions, user feedback, and recurring disputes. Look for signs that managers are completing forms mechanically rather than using them to guide work.
Connect the platform to manager capabilities, continuous learning, and the separately defined process for compensation decisions. Software can make the process more consistent, but managers still need the judgment and time to have a useful conversation.
Give managers less administration and better prompts
A useful check-in can focus on progress, obstacles, support, and the next priority. It does not need ten mandatory boxes every month. Decide which records genuinely help future decisions and remove fields that people fill with recycled text.
Review whether the process catches changing priorities and unresolved problems earlier. Look at the quality of conversations as well as completion. A 100% submission rate can mean everyone learned how to finish the form, not that anyone received clearer feedback. Buy for the management habits you want to support, then give managers the time and skill to practice them.
Updated October 4, 2026.
