EMBER is SPARK Schools' strategic operating system — four engines on a single data core, humans always above the loop, agents below. Sign in to continue.
Pilot click-through auth. Production sign-in lands once Wardensta and SentinelSta approve the consent surface.
Single source of truth across operations, finance, learning, and scholar data. Principal admin time halved. Fidelity drift detected in days, not terms. LaunchPad / Catalyst / Nexus / Impact captured as products with self-monitoring fidelity — packaged for any partner operator, anywhere.
Live dashboards, real-time alerts, fewer spreadsheets. Operations and finance from descriptive → diagnostic → predictive.
SPARK's pedagogy expressed as auditable, exportable artefacts — ready to extend across Africa through partnerships.
Six-pillar guardrails. No high-stakes scholar decisions automated. Ethics Council reviews monthly. Trust as enrolment differentiator.
Finance & sustainability — the engine that keeps every school solvent and forecast-honest. Sequenced first alongside Schools.
P1 → P3 → Ideal tier tracking · fee-collection risk · cost-per-mastery
Operations & culture — the engine that keeps daily routines crisp, safe, and inspection-ready. Sequenced first alongside Agility.
Leadership effectiveness · culture health · consistency of experience
Learning Efficacy (LEE) — the engine that scores SPARK's PL models (LaunchPad, Catalyst, Nexus, Impact) on fidelity and surfaces interventions.
LaunchPad / Catalyst / Nexus / Impact fidelity scoring · internal & external benchmarks
Scholar personalisation — sequenced last by design (highest care). Every output is reviewed by a Teacher and Phase Lead before reaching a scholar.
Personalised paths · interventions · dynamic timetable
The Scholar 360 profile is the spine of EMBER. Every engine writes into the same record, every agent reads from the same record, every human override is logged. Glow maintains the canonical view. Wardensta watches the consent gate.
The conductor and the watchdog. The orchestration layer routes work to the right model with the right context, guardrails, and cost ceiling — selectively in the loop. Governance agents keep every prediction explainable and every override studied.
Five layers, one conductor — humans above the loop, agents below.
Adjacent to the four engines — not in the architecture roster, but essential. Tinder owns top-of-funnel attention, channel mix, and the partners-adopt-deliver surface that brings new families to SPARK.
Top-of-funnel attention · partners-adopt-deliver surface
Adjacent to Schools. Kindling owns the inquiry-to-enrolled funnel: from first contact through application, assessment, offer, and acceptance.
Inquiry → application → offer → enrolled
EMBER — Educational Model & Behavioural Engine for Real-time Intelligence. Built for SPARK Schools, the South African independent network of ~17,000 scholars whose values spell its name: Service · Persistence · Achievement · Resilience · Kindness.
EMBER is SPARK's strategic operating system — distinct in identity but rooted in the same warmth. We don't mirror sparkschools.co.za; we sit alongside it, pointed inward at the people who run the network.
Reviewed monthly by the AI Ethics Council.
Every metric is labelled with its current rung. Most ship at Descriptive; we earn the right to move up.
Schools & Agility ship first → Learning → Pathways last (highest care). Scholar-touching agents only land after every guardrail upstream is in place.