Performance Review Documentation Agent
Structured review documentation - consistent, complete, and audit-ready.
Structures the review process and documents outcomes in an audit-proof format. EU AI Act high-risk system under Annex III.
Analyse your process
Assessment
What This Agent Does
Micro-Decision Table
Initiate review cycle Launch review process based on cycle calendar Rules Engine
Calendar-based trigger per defined review cycle schedule
Decision Record
Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.
Distribute review forms Assign correct form version per employee group and level Rules Engine
Form selection rules based on employee attributes and review type
Decision Record
Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.
Track self-assessment completion Monitor employee self-assessment submission status Rules Engine
Deadline tracking with automated reminders
Decision Record
Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.
Track manager assessment completion Monitor manager review submission status Rules Engine
Deadline tracking with escalation for non-completion
Decision Record
Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.
Validate review completeness Check that all required sections are filled and meet quality standards AI Agent
Automated completeness and quality validation per form specification
Decision Record
Challengeable: Yes - fully documented, reviewable by humans, objection via formal process.
Flag quality concerns Identify reviews that may not meet documentation standards AI Agent
Content analysis for minimum quality indicators (length, specificity)
Decision Record
Challengeable: Yes - fully documented, reviewable by humans, objection via formal process.
Return incomplete reviews Send reviews back to manager with specific improvement guidance Rules Engine
Automated return with actionable feedback per quality check failure
Decision Record
Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.
Facilitate calibration Aggregate review data for calibration sessions AI Agent
Automated data assembly for cross-team comparison
Decision Record
Challengeable: Yes - fully documented, reviewable by humans, objection via formal process.
Conduct calibration session Review and adjust ratings across teams for consistency Human
Human calibration to ensure fairness and consistency
Decision Record
Challengeable: Yes - via manager, works council, or formal objection process.
Archive completed reviews Store finalised reviews with audit trail and retention metadata AI Agent
Automated archival with correct access controls and retention periods
Decision Record
Challengeable: Yes - fully documented, reviewable by humans, objection via formal process.
Generate cycle completion report Produce completion and quality summary for HR leadership AI Agent
Automated reporting on cycle metrics and outstanding items
Decision Record
Challengeable: Yes - fully documented, reviewable by humans, objection via formal process.
Decision Record and Right to Challenge
Every decision this agent makes or prepares is documented in a complete decision record. Affected employees can review, understand, and challenge every individual decision.
Prerequisites
- Performance review forms and competency frameworks
- Review cycle calendar and timeline
- Employee-manager assignment for review routing
- Document management system for review archival
- Calibration session process and facilitation approach
- EU AI Act conformity assessment for high-risk classification
- Works council agreement on AI-supported performance processes
- Decision logging infrastructure for audit trail compliance
Governance Notes
Infrastructure Contribution
Does this agent fit your process?
We analyse your specific HR process and show how this agent fits into your system landscape. 30 minutes, no preparation needed.
Analyse your processWhat this assessment contains: 9 slides for your leadership team
Personalised with your numbers. Generated in 2 minutes directly in your browser. No upload, no login.
- 1
Title slide - Process name, decision points, automation potential
- 2
Executive summary - FTE freed, cost per transaction before/after, break-even date, cost of waiting
- 3
Current state - Transaction volume, error costs, growth scenario with FTE comparison
- 4
Solution architecture - Human - rules engine - AI agent with specific decision points
- 5
Governance - EU AI Act, works council, audit trail - with traffic light status
- 6
Risk analysis - 5 risks with likelihood, impact and mitigation
- 7
Roadmap - 3-phase plan with concrete calendar dates and Go/No-Go
- 8
Business case - 3-scenario comparison (do nothing/hire/automate) plus 3×3 sensitivity matrix
- 9
Discussion proposal - Concrete next steps with timeline and responsibilities
Includes: 3-scenario comparison
Do nothing vs. new hire vs. automation - with your salary level, your error rate and your growth plan. The one slide your CFO wants to see first.
Show calculation methodology
Hourly rate: Annual salary (your input) × 1.3 employer burden ÷ 1,720 annual work hours
Savings: Transactions × 12 × automation rate × minutes/transaction × hourly rate × economic factor
Quality ROI: Error reduction × transactions × 12 × EUR 260/error (APQC Open Standards Benchmarking)
FTE: Saved hours ÷ 1,720 annual work hours
Break-Even: Benchmark investment ÷ monthly combined savings (efficiency + quality)
New hire: Annual salary × 1.3 + EUR 12,000 recruiting per FTE
All data stays in your browser. Nothing is transmitted to any server.
Performance Review Documentation Agent
Initial assessment for your leadership team
A thorough initial assessment in 2 minutes - with your numbers, your risk profile and industry benchmarks. No vendor logo, no sales pitch.
All data stays in your browser. Nothing is transmitted.
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Frequently Asked Questions
Does the agent evaluate employee performance?
No. The agent manages the documentation process: distributing forms, tracking completion, validating completeness, and archiving results. Performance evaluation is done by the manager, reviewed in calibration sessions, and finalised by humans.
What does 'quality validation' mean - does the agent judge review content?
Quality validation checks that required fields are filled, narrative sections meet minimum length, development goals are included, and the form is complete. It does not evaluate whether the performance assessment is fair or accurate - that is the purpose of human calibration.
What Happens Next?
30 minutes
Initial call
We analyse your process and identify the optimal starting point.
1 week
Discover
Mapping your decision logic. Rule sets documented, Decision Layer designed.
3-4 weeks
Build
Production agent in your infrastructure. Governance, audit trail, cert-ready from day 1.
12-18 months
Self-sufficient
Full access to source code, prompts and rule versions. No vendor lock-in.
Implement This Agent?
We assess your process landscape and show how this agent fits into your infrastructure.