K-12 Education
Teacher observations were essential but time-consuming, and the insights evaporated after each meeting. We turned the process into a connected growth narrative for every educator.
The Challenge
Administrators struggled to capture observations efficiently and rarely had time to synthesize across teachers.
Patterns between classrooms, grade levels, and school-wide goals went unnoticed, so feedback stayed tactical.
Observation data lived in isolated documents, giving no view of a teacher's trajectory over time.
What We Built
A streamlined observation capture flow that fits into an administrator's day.
Memory Engine layers that connect individual observations to school priorities and surface patterns automatically.
Growth stories for every teacher, showing progress, strengths, and next steps across the school year.
The Transformation
Before
After
Results
Why It Worked
We met administrators where they already work, then used the Memory Engine to do the synthesis they never have time for.
Linking micro-observations to macro goals turned compliance paperwork into a strategic coaching tool.
Ready to build?
If you see your challenges in this story, let's talk about a tailored solution for your organization.