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The Proof

Case Studies

Real districts, real data, real names. Every case study on this page is a report actually delivered to a California district or school, grounded in what their students actually said. This page shows the field record.

0 districts 0 schools
Delivered, District By District
Behavioral health screening, Portrait of a Graduate, and community schools engagements, from a single elementary school to a nine-site county deployment.
The Eight Districts
  • San Mateo-Foster City SD
  • El Dorado County OE
  • Yucaipa-Calimesa JUSD
  • Vista High School
  • Western Placer USD
  • San Lorenzo USD
  • Gateway Community Charters
  • CATCH Prep Charter HS
0+ words spoken
Authentic Student Voice, Analyzed
Every word came from an open-ended prompt, spoken or written, never a Likert scale or multiple-choice bubble. This is language the district's own students actually spoke.
Where The Words Came From
  • CATCH Prep 98,923
  • El Dorado County 96,570
  • Yucaipa-Calimesa 33,788
0+ data points
Signals Extracted By The Scoring Engine
Semantic clusters, sentiment scores, rubric-aligned competency signals, and equity crosstabs, every one traced back to a real student's own words.
Where The Signals Came From
  • CATCH Prep 207,574
  • El Dorado County 117,537
  • Vista High School 64,819
Figures aggregated across the eight case studies below · SY 2023-24 through Spring 2026 · every number traces to a delivered district report
There's only one time you see my culture at school, that's during Multicultural night.San Mateo-Foster City · Lead Elementary
I've stopped caring what other people think and started accepting who I am.El Dorado COE · Grade 12
To thrive in today's world, you really have to have an open mindset.Yucaipa-Calimesa · High School
My volleyball team. We each bring different strengths.Vista High School
One time there was a girl sitting by herself.Western Placer · Grade 5
I think we should have art every day now.San Lorenzo · Grant Elementary
My purpose for getting out of bed every day is to keep building a better future for myself and my family.Gateway Community Charters · Senior
Perspective-taking has helped me bond more with people.CATCH Prep · Grade 9
There's only one time you see my culture at school, that's during Multicultural night.San Mateo-Foster City · Lead Elementary
I've stopped caring what other people think and started accepting who I am.El Dorado COE · Grade 12
To thrive in today's world, you really have to have an open mindset.Yucaipa-Calimesa · High School
My volleyball team. We each bring different strengths.Vista High School
One time there was a girl sitting by herself.Western Placer · Grade 5
I think we should have art every day now.San Lorenzo · Grant Elementary
My purpose for getting out of bed every day is to keep building a better future for myself and my family.Gateway Community Charters · Senior
Perspective-taking has helped me bond more with people.CATCH Prep · Grade 9
The Case Studies

Eight Reports. Dozens Of Schools. One Standard.

Every engagement produces a report the district can put in front of its board: co-authored, grounded in their students' own words, and closed with recommendations they can act on before the next cycle.

San Mateo-Foster City Community Schools Report cover
Community Schools · Three Elementary Sites

San Mateo-Foster City SD

The district's first Community Schools Index, built from student responses across Laurel, Lead, and Sunnybrae elementary schools. Three campuses, one coherent system of care, and a plan for scaling what works rather than starting over.

  • 32,363 words shared · 53,158 data points analyzed · 355 minutes of recorded audio
  • Community Schools Index: 0.839, with 83% of students at or above 0.7
  • All four California pillars at 80-92% positive sentiment
  • Family engagement surfaced as the clearest next investment
El Dorado County Office of Education Behavioral Health Voice Report cover
Behavioral Health · County-Wide Pilot

El Dorado County Office Of Education

A universal Behavioral Health Voice Screener across nine school sites, from Camino Union Elementary to South Tahoe High. One screening cycle produced a county-wide wellness picture built entirely from what students actually said.

  • 96,570 words shared · 117,537 data points analyzed
  • 82% of students screened Tier 1; protective language appeared at nearly 10× the rate of risk language
  • Self-Insight (489/800) surfaced as the clearest county-wide instructional lever
  • Findings pointed to strengthening Tier 1 instruction
Yucaipa-Calimesa Portrait of a Graduate Community Voice Report cover
Portrait Of A Graduate · Community Listening

Yucaipa-Calimesa Joint Unified

Before defining its Portrait of a Graduate, YCJUSD asked. Students, parents, grandparents, staff, and business owners answered three open questions, and the analysis handed the board two ready paths, including a five-competency Portrait drawn straight from community language.

  • 33,788 words shared · 39,523 data points analyzed
  • Career and college readiness named by 67% of participants
  • Character rose unprompted in 41% of responses, the strongest volunteered signal
  • Community priorities mapped directly onto California's Portrait of a Learner
Vista High School Community Schools Growth Plan cover
Community Schools · High School

Vista High School

End-of-year empathy interviews became a full Community Schools growth plan: a peer Connect Ambassadors program staffed by the school's standout sophomore cohort, curiosity workshop cycles, and family voice interviews in multiple languages.

  • 64,819 data points analyzed from empathy interviews alone
  • Community Schools Index: 0.764, with 60% of students at or above 0.7
  • Belonging and connection carried 48% of all semantic content
  • Counselor mentions carried the dataset's highest authenticity scores (0.82, p < 0.001)
Western Placer Student Senate Voice Report cover
Portrait Of A Learner · Student Senate Pilot

Western Placer Unified

The district's Student Senate, student leaders from grades 4 through 12 across 14 school sites, put Western Placer's Portrait competencies and its belonging climate on the record in a single February cycle.

  • 31,469 words shared · 43,828 data points analyzed
  • Belonging indicators outweighed friction signals 8.5 to 1
  • Critical Thinking led six Portrait competencies at 661/800
  • Grades 8-9 flagged as the window to invest in upstander voice
San Lorenzo Community Schools Report cover
Community Schools · Elementary Pilot

San Lorenzo Unified

Grant Elementary's students scored their own school against all four Community Schools pillars, and every pillar landed in the high-performance range. What they asked for wasn't less school. It was more of it.

  • 8,789 words shared · 14,070 data points analyzed
  • All four pillars between 0.77 and 0.87; Expanded & Enriched Learning led at 0.866
  • Affirming language at over the rate of constructive feedback
  • Top student request, verbatim: "I think we should have art every day now."
CATCH Prep Mid-Year Report SY 2025-26 cover
Charter School · Full Implementation, Year Three

CATCH Prep, Mid-Year 2025-26

Three years into the partnership, CATCH crossed one million cumulative words of authentic student reflection this fall. The mid-year read shows growth concentrating at the top of the scale, with every anchor attribute up year over year.

  • 98,923 words shared this cycle · 207,574 data points analyzed
  • 1.2 million cumulative words over three years of partnership
  • Average Potential Score 556/800, up 6% year over year
  • Advanced and Exemplary bands grew 31% year over year
Gateway Community Charters Portrait of a Graduate Report cover
Charter School · Portrait Of A Graduate Pilot

Gateway Community Charters

Seniors at Futures High School were never asked about Gateway's Portrait. They were simply invited to share. Their unprompted language landed squarely on the network's own competencies, and the pilot now has a roadmap to all nine GCC sites.

  • 9,433 words shared · 12,765 data points analyzed
  • Life Ready scored 594/800, carried by self-awareness (610) and empathy (587)
  • Purpose language was the most frequent signal, in 23% of responses
  • Next step: a Portrait-aligned question set to reach all twenty subskills
The Method

Students Speak. Districts Act.

A case study is not a testimonial. It is the documented arc from open-ended student voice to board-ready findings to strategic action. Four commitments make every report on this page trustworthy.

1

It Starts With Authentic Voice

Every report begins with open-ended prompts, spoken or written, never Likert scales. Students describe a repaired friendship, a hard math problem, a teacher who noticed. The data is their own language.

What this means: The findings can surprise the district. Character rose unprompted in 41% of Yucaipa's responses because the community volunteered it, not because a survey suggested it.
2

Scored By The Validated Engine

Every score in every case study comes from the same rubric-aligned, human-benchmarked ML models used across every IMPACTER deployment. Field reports never use a looser standard than the lab.

What this means: A 594/800 in a Gateway pilot and a 556/800 at CATCH Prep are the same scale, the same rubric architecture, and the same validation record.
3

Framed In The District's Language

Community Schools reports score the four California pillars. Portrait reports score the district's own competencies through the Crosswalk Engine. Behavioral health reports map to MTSS tiers.

What this means: Findings land in the framework the board already governs by. Nothing needs translating before it can drive a decision.
4

It Ends In Recommendations, Not Applause

Every report closes with data-driven strategic recommendations, not just the easy wins. At EDCOE, the report named Self-Insight as the county's biggest opportunity for growth, and pointed straight to the instructional move to get there.

What this means: These are working documents. Districts leave each cycle with named next steps, target numbers, and a date to measure again.
The Standard Behind The Stories

Field Reports, Lab Rigor

ETS
Every number in these case studies comes from validated models.

The scores above are not marketing estimates. They come from the same rubric-aligned, human-benchmarked models that undergo independent psychometric review with Educational Testing Service (ETS), the organization behind the GRE, TOEFL, and AP scoring. A Community Schools Index in San Mateo, a Tier 1 rate in El Dorado County, and a Potential Score at CATCH Prep all trace to the same validation record, so a district can put any figure on this page in front of its board and defend it.

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