Behavior technician received a performance evaluation written by AI without direct observation, questioning fairness and transparency.

Existing performance evaluation processes lack transparency and direct observation, using AI to generate evaluations without input from the evaluated employee.

Severity

3Medium

Willingness to Pay

implied

Added

Jun 1, 2026

Workarounds Described

principal and vice principal supplied data to an AI that then wrote the evaluation

Implied Software Gaps

Performance evaluation software that requires direct observation and provides transparency into how evaluations are generated

App Concept

ObserveEval

ObserveEval is a performance evaluation platform that ensures evaluations are based on direct observation and objective data, not AI-generated summaries. It provides a transparent workflow for managers to document observations, collect peer feedback, and allow employees to review and respond. Unlike opaque AI systems, it puts the human back in performance review.

Key Features

Direct observation scheduling and documentation
Multi-source feedback collection (manager, peers, self)
Employee response and rebuttal workflow
Transparent report generation with audit trail

Target Users: School administrators and HR managers in K-12 education who need fair, transparent performance evaluations for staff like behavior technicians, teachers, and aides.

Revenue Model: $10/mo per employee subscription, with a $200/mo base fee for up to 50 employees

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