The EvalScribe Teacher Evaluation Blog — AI, Frameworks, & Observation Tips
The Documentation That Holds Up: Building a Teacher-Evaluation Record That Survives a Challenge
by: Anthony D. Neely, Ph.D.Published on: 25/08/2026What makes a teacher-evaluation record survive a grievance, non-renewal, or due-process hearing: factual documentation, a real improvement plan, notice and time to improve, plus templates and checklists.
When a Teacher Disagrees With Their Evaluation: How to Handle It Well
by: Anthony D. Neely, Ph.D.Published on: 17/08/2026A teacher pushing back on their rating is normal. How to handle evaluation disagreements: prevent disputes, run the conversation, and know when to change a rating.
Are AI Teacher Evaluations Defensible?
by: Anthony D. Neely, Ph.D.Published on: 29/05/2026Whether an AI-assisted teacher evaluation holds up depends on the process, not the AI itself. The four properties that make any evaluation defensible, where AI helps, where it adds risk, and what to ask before it reaches a personnel file.
