Transformation Intelligence Dashboard

Every adult action.
Every student outcome.

Real-time visibility into how coaches, interventionists, and teachers drive measurable gains across Tier 2 and Tier 3 schools — from weekly execution fidelity to student tier movement.

Evidence-Based Model

Five hypotheses. Five proven realities.

Every finding below is statistically significant (p < 0.0001). These aren't assumptions — they're the operating model made visible.

School Intelligence

50 schools. One transformation model.

Filter by tier, archetype, or region. Click any school to see its full performance profile.

Reading the archetypes: "Data-Driven Engine" schools run disciplined weekly cycles and lead in tier movement (avg. 31.8%). "Tool Compliance Mirage" schools log high tool usage but show weaker growth (avg. 40% growth target met). "Turnaround Outlier" schools punch above their weight despite high need.
Coaching Intelligence

The coach is the multiplier.

High-quality coaches in high-need schools produce 8.62 pp teacher gains — vs. 7.19 pp for lower-quality coaches. The gap compounds across their entire teacher caseload.

Coach quality × school need → teacher gain. The scatter below maps each coach's average teacher gain against their quality score. Bubble size = teacher caseload. High-quality coaches not only hit the 5pp target — they exceed it systematically.
Coach Quality → Teacher Proficiency Gain
Key finding: Coaches with quality score > 0.85 average 8.3 pp teacher gain, nearly 70% above target. Focus development resources on the 8 coaches below 0.7 quality — they serve 94 teachers collectively.
Top Coaches by Teacher Gain
Coaching Focus Areas
All Coaches — Ranked by Impact
Coach ↕ Schools Teachers ↕ Avg Gain (pp) ↓ Coach Quality ↕ Followup Rate ↕ Experience ↕
Intervention Analytics

Alignment is the difference-maker.

When intervention aligns to what teachers are actually teaching, growth-target rates jump from 41% to 72%. Tool minutes only matter when mastery is real.

Alignment Band → Growth Target Met
+30.5%
growth-target-met gap between high and low alignment
Shery's insight confirmed: Exit ticket data integration is the missing link. Schools reviewing exit tickets weekly show 2.1× higher alignment scores — and the data here shows alignment is the strongest predictor of growth outcomes.
Student Tier Baseline
Tool Minutes × Mastery Matrix — Growth Target Met

This is the clearest anti-mandate evidence: 45–90 minutes with high mastery outperforms 120+ minutes with low mastery by 38 percentage points.

Interventionist Overload — The Staffing Argument
H5 confirmed: Overloaded interventionists miss 30.6% of sessions vs 23.3% when at normal caseload. Positive tier movement drops from 31.9% to 24.8%. Each additional student above threshold costs measurable outcomes.
Student Tier Flow — What Actually Happens in 6–10 Week Cycles
Across 15,505 intervention cycles: 4,033 students moved up a tier. The model's Tier 2→1 targets are being exceeded. 2,804 declined from Tier 2 to Tier 3 — concentrated in overloaded schools.
Staff Intelligence

200 specialists. Individual clarity.

Browse all coaches, math interventionists, and reading interventionists. Click any name for their full profile card.

Platform Pulse

How the team actually uses the tools.

Platform engagement reveals where staff need support, what topics matter most, and how consistent logging correlates with outcomes.

Weekly Platform Activity Trend
Top Support Topics — What Staff Ask About
These are the chatbot queries and platform support topics most frequently raised by coaches and interventionists. The distribution reveals where training gaps live.
Weekly Sessions Logged
Chatbot Query Volume
Same-Day Logging Rate
Execution Intelligence — Custom Visualization

The Transformation Radar.

Six dimensions for every school. Select a school to see how execution, alignment, coaching quality, need, tier movement, and growth target performance combine into its unique fingerprint.

How to read this: Each axis represents a normalized dimension (0–100%). The filled polygon shows the school's profile. High-execution schools form broad, balanced shapes. "Tool Compliance Mirages" spike on tool metrics but collapse on outcomes. This is the fingerprint that tells you exactly what kind of support a school needs.
Select schools to compare (up to 3)