AI does the work. Humans keep the judgment.
2gnoMe AI turns the evidence you already collect into clear, framework-aligned feedback, saving evaluators time while keeping professional judgment exactly where it belongs: with educators.
* Of teaching-component ratings that change between baseline and end-of-year observations, 61% shift upward. Internal platform data.
Districts collect the evidence. 2gnoMe AI turns it into feedback.
Enormous effort goes into collecting observation notes, evidence, and reflection data, yet much of it stays locked in forms. 2gnoMe AI turns that evidence into clear, aligned, actionable feedback, without automating judgment or scoring.
Save an hour per teacher
Evaluators get back about an hour per teacher on narrative writing alone, time they can reinvest in coaching, classroom visits, and real conversations with educators.
Aligned to your framework
Feedback is organized around your chosen teaching framework, like Danielson's FFT, making evidence easier to interpret, compare, and act on across classrooms and buildings.
Actionable, teacher-centered
Drafts highlight strengths, focus areas, trends, and next steps, giving teachers clearer, more respectful feedback that supports professional growth, not just compliance.
Evidence in. Meaningful feedback out.
The pipeline is straightforward, and every step keeps a human in control. Evaluators review, edit, and approve before anything reaches a teacher.
Observation evidence
Notes, ratings, and artifacts captured in 2gnoMe during classroom visits
Anonymized export
Evidence is anonymized, no names, emails, or direct identifiers sent to AI
AI instruction file
Framework-aligned instructions guide the AI to draft in the right language
Draft feedback
AI generates a coherent, fully editable narrative organized to the framework
Human review & edit
Evaluator rewrites in their own voice and approves before sharing
The AI never scores, labels, or makes evaluation decisions. Evaluators retain full authorship and accountability.
Built to strengthen human judgment, not replace it.
Two independent validations: one from the framework partner, one from a multi-school system already in production. Below each, the voice behind it.
2gnoMe shows what responsible AI should look like in education. Its approach is transparent and evidence-based, and it keeps educators at the center.
Lindsay PrendergastAssistant Director of Strategy & Development · The Danielson Group2gnoMe has given our schools a coherent, respectful way to support teachers, and the AI feature only strengthens that. It helps principals be more intentional with their time and more consistent with their feedback.
Shaileen RiginosAssociate Superintendent · Diocese of Charleston🔒 What stays protected
- Anonymized data only, no names, emails, or direct identifiers
- No AI scoring, label assignment, or automated evaluation decisions
- No teacher or student data stored by the AI or reused for training
- FERPA-compliant environment managed on AWS by 2gnoMe
🧑🏫 What stays human
- Evaluators retain full authorship and accountability
- Drafts are editable and rewritable in the evaluator's own voice
- Feedback remains evidence-based, respectful, and growth-oriented
- AI accelerates clarity, people define the message
Principals, coaches, and evaluators.
Early field testing shows strong trust and time savings, without losing the nuance of human feedback.
The draft gave me a clear starting point instead of a blank page. I still make it my own, but I'm not spending my nights wordsmithing.
It doesn't evaluate for me, it organizes what I already know about the teacher in a way that's easier to share and discuss.
The alignment to the Framework for Teaching is what sold our team. It feels like a support, not a shortcut.
Fast, safe, and practical to roll out.
Because the AI feature is built on top of the existing 2gnoMe platform, districts can pilot quickly and scale without changing their core systems.
Activate
The AI feature turns on inside your existing 2gnoMe portal, no new login, no new system, no IT project.
Observe
Evaluators conduct observations as usual. Evidence accumulates in the platform the way it always has.
Review & share
AI drafts the narrative. The evaluator reviews, edits in their voice, approves, and shares with the teacher.
AI that supports educators, not replaces them.
AI for Feedback is one part of 2gnoMe. See how it connects to reflection, observation, and professional learning across the platform.