AI that does the work. Humans keep the judgment.
2gnoMe AI generates clear, framework-aligned feedback from the evidence you already collect — saving administrators 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. Based on internal platform data.
Districts collect the evidence. 2gnoMe AI turns it into feedback.
Enormous time 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
Principals and evaluators get back about one 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. Administrators review, edit, and approve before anything reaches a teacher.
Observation Evidence
Admin captures notes, ratings, and artifacts 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 feedback in the right language
Draft Feedback
AI generates a coherent, fully editable narrative draft organized to the framework
Human Review & Edit
Administrator reviews, rewrites in their voice, and approves before sharing with teacher
The AI never scores, labels, or makes evaluation decisions. Administrators retain full authorship and accountability.
Built to strengthen human judgment, not replace it.
2gnoMe AI is validated by The Danielson Group's AI Credential — recognizing tools that use AI responsibly and in genuine support of professional growth.
Validated by The Danielson Group — the national authority on the Framework for Teaching. Learn more →
π 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
π§π« What stays human
- Administrators retain full authorship and accountability
- Drafts are editable and rewritable in the admin's own voice
- Feedback remains evidence-based, respectful, and growth-oriented
- AI accelerates clarity — people define the message
Aligned to Danielson FFT
Grounded in the official Framework for Teaching — honoring its domains, language, and developmental intent.
Draft, Review, Refine
Generates a coherent, fully editable draft. Admins can request evidence references or rewrite sections in their own tone.
Built for educator growth
Designed with educators — strengthens reflection, supports coaching conversations, and keeps learning anchored in real classroom evidence.
From the field — principals, coaches, and evaluators.
Early field testing with principals, coaches, and district leaders 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 required.
Observe
Administrators conduct observations as usual. Evidence accumulates in the platform the same way it always has.
Review & Share
AI drafts the narrative feedback. The administrator reviews, edits in their voice, approves, and shares with the teacher.
AI that supports educators, not replaces them.
Let us show you how 2gnoMe AI works with your frameworks, your evidence, and your district's priorities.
Watch the demo
See exactly how AI drafts feedback from observation evidence — and how admins review and refine it.
Watch demo videoSchedule a live demo
We'll show you how AI for Feedback works with your frameworks, your roles, and your district's priorities.
Book a demo