SuperEval Announces New AI Features That Personalize the Platform and Return Time to Education Leaders
August 19th, 2026
Buffalo, NY, August 2026
SuperEval, a national leader in online leadership evaluations, is pleased to announce a set of artificial intelligence features that personalize the platform for each organization and each leader it serves. The features became available to districts in July 2026 and mark a milestone in the platform’s development.
Personalization begins with context. A district may upload its strategic plan or establish its priorities within the platform, and a leader may complete a leadership profile describing their role, responsibilities, and professional goals. From that point forward, goal setting reflects the district’s stated priorities, suggested evidence aligns to the responsibilities the leader carries, and drafting support speaks in the language of the evaluation framework the district has adopted.
“The era of a single, ubiquitous software experience is ending,” said Dr. Michael L. Horning, Jr., Chief Innovation Officer and President of SuperEval. “When the platform understands your organization and who you are within it, the features and the results can be shaped to your needs and to your leadership experience. The deeper question we asked ourselves is how AI can give us back our most precious and limited resource as human beings, which is our time, so that those hours are spent with people rather than alone in front of a computer.”
The features support every seat at the evaluation table. Leaders develop self-reflection narratives and year-end summaries from their own notes and evidence. Evaluators compose feedback and review it for subjective or inferential language before it is shared, and comments from several board members are consolidated into one unified board voice. Boards receive an executive summary, a guide for conducting a successful year-end evaluation meeting, and a disclosure-ready summary for the community.
Care in the design makes this possible. Every feature works from the material the district and the leader provide, and the professional judgment remains where it belongs, with the leader and the evaluator. The technology does not invent. It synthesizes. District data and confidential user data are not used to train the foundation models behind the features, and generated content is intended as the start of a draft that the user shapes until it is final.
“Integrating AI responsibly is an engineering discipline rather than a feature release,” said Anthony Costa, Chief AI Engineering Officer at SuperEval. “Protecting the data inside an evaluation platform and integrating AI models within it are the same discipline. Because these outputs describe the professional performance of real people, the safeguards are part of the design rather than a review at the end.”
SuperEval has never regarded compliance as the purpose of evaluation. Every hour returned to a principal or a superintendent becomes an hour available to a teacher, a family, or a student, which is ultimately why this work matters.
A closer look at each of the new features, the design principles behind them, and the safeguards that govern them is available on the SuperEval blog.
Superintendents, district leaders, and association colleagues who would like to see the personalized experience in their own context are welcome to schedule a demonstration with our team.
About SuperEval
SuperEval is an innovative, research-based digital platform designed to transform leadership evaluations into meaningful opportunities for reflection, professional growth, and organizational improvement. By aligning evaluations with leadership standards for excellence, SuperEval empowers superintendents, administrators, and school boards to foster continuous improvement and strengthen leadership practices throughout their districts.