Multi-school deployment, framework alignment, and structured contribution to UAE early intervention data — powered by Lumii's proprietary Large Mental Health Model in a walled-garden architecture.
Lumii is the insight layer for child safeguarding and wellbeing in schools — built for multi-school deployment from the architecture up. The brief below covers the architecture, governance, and how Lumii fits within the regulatory landscape you are already shaping.
Designed for groups, not retrofitted from a single-school product.
Lumii is built for multi-school deployment from the architecture up. Each school operates independently within its own data boundary, but the platform supports network-level visibility, comparability, and consistency where you need it.
Group dashboards, network-wide reporting, cross-school theme analysis, and structured contribution to ECA's child protection and early care & education priorities are all available without compromising school-level autonomy or pupil privacy.
One architecture across every school.
Every school in the network runs on the same architecture: a proprietary Large Mental Health Model (LMHM) trained on 40+ years of peer-reviewed mental health and safeguarding research, with translation, cultural and accessibility models around it, in a walled-garden environment. Two cultural models — UAE International and Emirati — anchored in the UAE National Education Charter and the Emirati National Identity Strategy.
The architecture is consistent across every deployment. The school's wellbeing and safeguarding team makes every decision that matters.
Cross-school comparability without cross-school data leak.
- School-level data boundaries preserved at all times
- Group-level emotional trends, alert distributions, and theme patterns
- Comparability across schools without identifying individual pupils
- Network-wide reporting suitable for board, trust, and regulator submissions
- Consistent safeguarding architecture across every school in the network
- Centralised insight, decentralised action
For inspection cycles, network-level reports are generated from real data captured across every school in the network — exportable per school, per cluster, or per network. Group-level governance teams see what their schools actually did, in the same format the schools' SLTs see, ready for any of the UAE inspection frameworks.
How decisions get made across a multi-school deployment.
One of the operational challenges of group-level wellbeing programmes is keeping standards consistent without removing school-level judgement. Lumii's governance model is designed to do both.
At school level
- School-level safeguarding policy governs every alert response
- The school's DSL has final authority on every Purple and Red alert
- Authorised staff list is set and managed by the school
- Pupil identity remains exclusively held by the school
At network level
- Group-level standards for safeguarding response timing and process
- Network-wide reporting and trend analysis
- Consistent training and onboarding for all schools in the network
- Aggregated insight contributing to network strategy and inspection submissions
A common group operator question — answered directly
"What happens when a Red alert appears at School A — does the group MD see it?"
No. At every level, individual pupil alerts remain visible only to the named school's authorised staff. Group leadership sees aggregated patterns across the network — never individual pupils, individual alerts, or individual conversations. This is structural, not a configuration choice.
Where Lumii sits within the UAE landscape.
Lumii is built for the UAE regulatory environment from the architecture up. The frameworks below are not aspirational — they shape the platform's design.
ADEK
- SPIRE Wellbeing Mark — direct mapping across Self-empowerment, Intellectual, Relational, and Emotional (4 of 5 dimensions; the fifth, Physical, sits outside Lumii's scope)
- Rolling out across Abu Dhabi private and charter schools from the 2025/26 academic year
- Irtiqa'a inspection — structured wellbeing data and audit trails
- Aligned with the UAE National Education Charter's pillars on national identity, learner attributes (physical and mental wellbeing), and future skills (AI)
ECA
- Aligned with ECA's "Our First Five Years" strategy and its four pillars (health & nutrition, early care & education, family support, child protection)
- Real time pupil voice as a structured contribution to early identification of wellbeing concerns
- Supports ECA's emphasis on early detection and intervention for children of determination
Federal frameworks
- UAE Federal Decree-Law No. 26 of 2025 (Child Digital Safety Law) — enforcement Jan 2027; architecture aligned
- UAE Federal Decree-Law No. 45 of 2021 (PDPL)
- Wadeema's Law (Federal Law No. 3 of 2016)
- UAE MoE Safe and Responsible Use of Generative AI in Classrooms (2026)
- UAE Government 23 April 2026 directive — 50% of federal sectors, services and operations on agentic AI within two years. Lumii is the first agentic AI safeguarding and wellbeing platform built for UAE schools, on the same trajectory.
Other emirate regulators
- KHDA / DSIB (Dubai)
- SPEA (Sharjah)
- APEA (Ajman, alongside MoE)
- RAKDOK (Ras Al Khaimah, alongside MoE)
All data stays in the UAE.
Every interaction, every alert, every trend — all of it is hosted in the UAE. There are no cross-border data transfer issues to manage, no jurisdictional grey areas to argue, no foreign hyperscaler dependencies. For procurement teams working under PDPL and CDS Law, this is a material differentiator.
Group operators using cloud-hosted EdTech regularly hit procurement friction over data residency. With Lumii, the question does not arise.
Aligned with the UAE's agentic AI direction.
Lumii is the first agentic AI safeguarding and wellbeing platform built for UAE schools — on the same trajectory the UAE Government set on 23 April 2026, when it announced 50% of federal sectors, services and operations will run on agentic AI within two years.
Agentic underneath: the LMHM analyses, reasons, executes routing decisions, and improves over time. Human-led at the point that matters: the school's wellbeing and safeguarding team makes every decision. This is the architectural shape the UAE has signalled is the right one — and it is what Lumii is built on.
From first conversation to network-wide rollout.
The path below reflects how Lumii has rolled out across school groups to date. Timing varies, but the structure is consistent.
Initial conversation
Map your network, regulatory context, and the framework alignment that matters to you.
Pilot deployment
Two to three schools across the network to surface real evidence before broader commitment.
Group review
Pilot data reviewed against your network priorities — safeguarding outcomes, inspection readiness, pastoral capacity.
Scale across network
Roll out with consistent governance, comparable data, and group-level reporting in place.
Real time pupil voice as structured contribution to early intervention data.
UAE early intervention frameworks — from ECA's "Our First Five Years" strategy through ADEK's wellbeing programme — call for structured, longitudinal data on child wellbeing. Most existing approaches rely on periodic surveys, intermittent referrals, or reactive safeguarding records. None capture real time pupil voice as it happens.
Lumii does. The platform is, in effect, a continuous early intervention data layer — anonymised, longitudinal, and at scale across the schools deploying it.
What this contribution looks like
- Anonymised, structured wellbeing data across thousands of pupils daily
- Longitudinal trend visibility across terms and years
- Aligned with ECA's child protection and early care & education priorities
- Data hosted in the UAE, governed by PDPL
- Transparent methodology, open to regulatory review
What groups typically ask about.
Commercial
- Group pricing available — based on aggregate cohort across the network
- Annual licence, billed in AED
- Pilot terms designed to reduce risk before network commitment
- Transparent — no hidden setup fees, no per-seat surprises
Compliance
- Data Processing Agreement available
- Privacy notice templates for parent communications
- Breach notification procedure documented
- Regulatory alignment statements available for ADEK / KHDA / SPEA / ECA / MoE
- Legal review of DPA and privacy notice typically completes within 2–3 weeks of first procurement conversation
Multi-school deployment, done properly.
A two-week pilot. Network-level visibility. UAE-hosted data.