AI-Powered Observations for New York Principals
Generate Danielson- or Marzano-aligned feedback from your observation notes in seconds - built for New York school leaders meeting APPR requirements.
Education in New York
Education Landscape
New York serves approximately 2.4 million students across 730 school districts, with over 215,000 teachers statewide. The state uses the Annual Professional Performance Review (APPR) system under Education Law §3012-d, which requires districts to evaluate teachers using state-approved rubrics. New York is transitioning to updated evaluation systems under Chapter 143 of the Laws of 2024, but districts may continue under §3012-d through the 2031-2032 school year.
Observation Requirements
Under APPR, New York requires at least two observations per year, and at least one must be unannounced. Evaluations include two required subcomponents: principal observations and independent evaluator observations. Peer observations are optional. Districts select from 23 NYSED-approved teacher practice rubrics, with observation frequency and duration determined locally.
Framework Spotlight
Supported Frameworks in New York
Danielson Framework for Teaching (2013)
Developed by Charlotte Danielson, the Framework for Teaching is one of the most widely used teacher observation frameworks in the United States. It defines effective teaching through four domains and ...
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Marzano Focused Teacher Evaluation Model (2017)
Robert Marzano's Focused Teacher Evaluation Model concentrates on the instructional elements that research shows have the greatest impact on student achievement. The focused model simplifies evaluatio...
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New York's APPR system requires districts to select from 23 state-approved teacher practice rubrics. The Danielson Framework for Teaching is the most widely used - NYC adopted it as the foundation of its MOTP rubric - while the Marzano model is also popular across the state. Observation Copilot is an Official Partner of the Danielson Group and supports both frameworks, so your feedback aligns to whichever rubric your district has adopted.
Why Observation Copilot
Built for New York School Leaders
Multiple NYSED-Approved Frameworks
Whether your district uses Danielson FFT, Marzano, or another approved rubric, Copilot generates feedback aligned to the framework your district selected under APPR.
Official Danielson Group Partner
Observation Copilot is an Official Partner of the Danielson Group, ensuring your FFT-aligned feedback reflects the latest framework standards and language.
APPR-Ready Feedback, Faster
Turn observation notes into structured, rubric-aligned summaries with evidence, ratings, and next steps - in minutes instead of hours.
Built for New York's Observation Requirements
Copilot supports the principal observation and independent evaluator components required under Education Law §3012-d, including unannounced observation formats.
How Observation Copilot Helps
AI-powered observations for New York
- Supports Danielson FFT, Marzano, and other NYSED-approved rubrics
- Organizes observation notes by framework domains and components
- Generates evidence-based feedback with specific classroom examples
- Creates actionable next steps for post-observation conferences
- Reduces post-observation write-up time from 45 minutes to under 10
What Educators Say
Trusted Nationwide
Principals across the country describe Observation Copilot as a game changer for their observation workflow. From Texas to Maine, school leaders are saving hours every week and delivering faster, more specific teacher feedback.
See all testimonialsNew York Districts
Observation Copilot is used by educators in districts including: New York City DOE, Buffalo Public Schools, Rochester City School District, Syracuse City School District. Learn about District Partnerships.
Get your APPR feedback done faster.
Start generating framework-aligned feedback in seconds - free for individual principals.