Pilot concept

Coherence for Educators

An AI-supported reflection and growth companion for new and developing teachers - designed to extend human mentoring, not replace it.

Try the Interactive Demo Download the Pilot Overview
The core promise

Support before challenges become crises.

New teachers need space to reflect, prioritize, and ask for help. The tool helps them choose one manageable next step while strengthening the conversations they have with mentors and school leaders.

Private by defaultMentor-centeredOne manageable next stepNo surveillance
The problem

New teachers are often asked to solve too much, too quickly, and too alone.

Early-career educators are navigating classroom routines, lesson planning, family communication, feedback, workload, and emotionally demanding moments while still developing confidence and professional judgment.

Human mentoring matters. But thoughtful support is not always available in the exact moment a teacher needs help slowing down and choosing where to begin.
What the tool supports

Reflection that leads to action.

Slow down

Separate the issue that matters most from the ten things that feel urgent.

Notice patterns

Identify what is happening before jumping immediately to a solution.

Choose one experiment

Test one manageable adjustment rather than add another overwhelming list.

Prepare for mentoring

Turn uncertainty into a focused question for a coach, mentor, or school leader.

Revisit evidence

Notice what changed, what stayed difficult, and what needs to happen next.

Name system needs

Recognize when the challenge requires organizational support rather than more individual effort.

The weekly reflection cycle

Ten minutes. One focus. One honest conversation.

01 Reflect

What felt successful? What felt difficult? What is still taking up mental space?

02 Prioritize

Which one issue would make the greatest difference if it improved even a little?

03 Act

What is one manageable experiment to test this week?

04 Revisit

What changed? What should be kept, adjusted, stopped, or discussed with a mentor?

Responsible AI design

Use AI to extend reflection - not automate judgment.

The AI component can help

  • Ask reflective follow-up questions.
  • Help narrow an overwhelming list into one priority.
  • Suggest a manageable experiment.
  • Prepare a mentor-ready summary.
  • Identify when human or organizational support may be needed.

The tool will not

  • Score teacher quality.
  • Make personnel recommendations.
  • Share private reflections without consent.
  • Replace mentors, coaches, or professional judgment.
  • Turn reflection into surveillance.
Sample early pilot

An eight-week learning partnership.

The first pilot should be deliberately small: enough to learn what teachers use, what mentors value, what should remain private, and what requires further design.

Participants

  • 10-25 early-career educators
  • One organizational point person
  • An existing mentor, coach, or induction structure
  • A school, district, preparation program, or pathway partner

Weekly rhythm

  • Private 10-minute reflection
  • One manageable experiment
  • One mentor-ready question
  • Optional shared summary
  • Short pulse check

What the pilot tests

  • Whether teachers use the tool consistently
  • Whether reflection reduces overwhelm
  • Whether mentor conversations become more focused
  • Which prompts are genuinely useful
  • What teachers want to keep private

What partners receive

  • Launch and closing sessions
  • A clearly defined privacy approach
  • Aggregated, non-evaluative learning themes
  • A pilot reflection memo
  • Recommendations for the next iteration
Pilot partnerships

Help shape what comes next.

The Greater Learning is gathering interest from schools, districts, teacher-preparation programs, educator-pathway partners, and other organizations interested in exploring an early pilot.

The goal is not to replace human mentoring. It is to help more teachers arrive at those conversations with clarity, evidence, and a manageable next step.

Explore the experience

Try the interactive prototype.

The scripted demo shows how the reflection companion could help a teacher move from overwhelm to one manageable experiment and one mentor-ready question.

Try the Demo