IB World Schools · Agentic AI Operating System

The School That Runs on Intelligence

30 specialized AI agents — from CFO scenario modeling to AR collection to curriculum harmonization — purpose-built for the complexity of international IB schools. Every agent Human In The Loop-gated (HITL). Every output audit-ready.

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30Specialized Agents

≤3%FP&A Model Variance

28 daysAR Days Target

$400K+*LABOR RECOVERY / YEAR*

The Challenge

IB Schools Operate at
the Intersection of Everything Complex

Globally mobile families. Multiple regulatory regimes. PowerSchool rostering. ManageBac assessments. Multi-currency exposure. Accreditation risk. And a Head of School who must synthesize it all. Until now, there was no system built for this.

CFO Intelligence Gap

Financial scenarios built in spreadsheets. No P10/P50/P90 confidence intervals. Enrollment downside triggers discovered in board meetings, not before them.

AR Cash Flow Erosion

Families 45+ days outstanding. No tiered outreach. No cultural sensitivity protocol. No payment plan automation. Cash sitting uncollected.

Institutional Memory Loss

Every leadership transition resets the DEI commitments, the financial assumptions, the cultural agreements. The institutional brain walks out the door.

Compliance Complexity

GDPR. Singapore PDPA. South Korea PIPA. FERPA for US-citizen students. OneRoster integration with PowerSchool. Each school navigating alone.

The Platform

The CFO Intelligence Suite

Five agents. Measurable in dollars within 30 days. Every output Human In The Loop-gated (HITL) — agents can read, analyze, draft, model, recommend. They cannot execute without human approval.

Agent 08Institutional Wiki Librarian

Ingests meeting minutes, board resolutions, DEI commitments. Generates Institutional DNA Brief for every new Head of School. Knowledge never walks out the door again.

Agent 18FP&A Scenario Modeler

Overnight batch. 8 enrollment scenarios with P10/P50/P90 intervals. Austerity Protocol auto-triggers at 15% deficit. Board-ready PDF in the morning.

Agent 19AR Collection Strategist

Tiered outreach with CARE Protocol. Empathy-led, culturally calibrated. Target: AR Days ≤ 28. Every 10-day reduction ≈ $40–80K recovered cash flow.

Agent 25Ethical Officer

The institutional Devil's Advocate. ≥3 risk categories surfaced per major decision. MISSION CRITICAL flags go directly to the board — cannot be suppressed.

Agent 22Space Utilization Twin

IoT sensor data + PowerSchool timetable. Weekly Space Intelligence Report. Every 10% utilization improvement ≈ $15–40K recovered revenue annually.

Modeled ROI
First School Validates

$400K–$600KAnnual labor recovery (5-agent suite)

≤ 3%FP&A model variance vs actuals at 6 months

≤ 28 daysAR Days Outstanding target

≥ 0.96Collection rate target

≥ 0.75Space utilization rate target

Dr. John Aden, PhD · Founder

Built by an Educator Who Has Co-Led In These Schools

Dr. John Aden, PhD, is not a Silicon Valley founder who discovered education. He is a Fulbright fellow, a three-time US Department of Education Foreign Language Studies fellow, and a scholar-practitioner who has worked from inside the schools this platform serves.

Dr. Aden has served on Senior Leadership Teams at two independent schools, worked directly with an IB international school in East Asia, and provided pro bono consultancy to the education NGO community in East Africa. He has served on multiple accreditation teams as a committee member — co-authoring self-study and full accreditation report content — and brings deep familiarity with the Accreditation and Self-Study processes that govern every school this platform touches.

The 2-volume book series and practitioner workbook that accompany this platform are not marketing collateral. They are the intellectual architecture that every IB administrator will encounter — and the platform that makes the architecture operational.

PhD, Indiana UniversityFulbright Dissertation Field Research Fellow · Republic of Mali3× Foreign Language Area Studies Fellow (FLAS)Senior Leadership TeamsIB International SchoolAccreditation Committee AuthorEast Africa NGO ConsultancySaaS Platform FounderEast-West Center & UH Manoa Asian Studies FellowBeida Beijing University China Field Seminar Fellow

The Books

The Platform Begins on the Desk
of Every IB Administrator

The 2-volume series and practitioner workbook give every administrator the conceptual framework before the platform arrives. Theory and practice, in the same hands, at the same time.

Volume I

Returning Radical Relationality to Teaching & Learning

Agents 01–15. Curriculum harmonization, assessment analytics, student wellbeing intelligence, IB programme alignment. The pedagogical intelligence suite.

Publishing July 2026

Volume II

The Architecture of Trust

Agents 16–30. CFO Intelligence Suite, HR analytics, facilities optimization, compliance governance. The operational intelligence suite.

Publishing July 2026

Workbook

Practitioner Facilitation Tools

58 standalone HTML facilitation tools. Offline-capable. Each session seeds the Institutional Wiki with structured school intelligence. The data layer.

58 Tools · Available with Platform

Trust & Security

Built for the Regulatory Reality
of International Schools

Student PII never enters the LLM context. Every write action requires human approval. One isolated database per school — architecturally impossible to cross-contaminate.

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Student PII never enters the LLM

All student and family data is accessed via encrypted tool calls with row-level filtering. The model reasons about anonymized references — not raw records. This is architectural, not a policy.

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Human-In-The-Loop on every write

Agents can read, analyze, draft, model, and recommend. They cannot execute any write action — on student records, financial data, or communications — without explicit human approval in the HITL Command Center.

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One isolated database per school

Multi-tenant architecture with complete database isolation. Row-Level Security policies enforce boundaries at the database layer — a misconfiguration cannot expose one school's data to another.

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GCP IAM least-privilege

Agents operate via service accounts with minimum required permissions. No agent has write access it does not specifically need. Every action is logged to an immutable audit trail.

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Regulatory compliance posture

Architecture supports GDPR (EU), Singapore PDPA, South Korea PIPA (amended 2026), UAE PDPL, and FERPA for US-citizen students enrolled internationally. Compliance documentation available under CNDA.

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PowerSchool OneRoster v1.1

Student roster data flows PowerSchool → BigQuery via encrypted OAuth2 REST integration. PII travels through an encrypted mesh — never through the LLM. Write-back to PowerSchool requires HITL approval and audit log entry.

Full technical documentation

Architecture diagrams, data flow specifications, RLS policy documentation, and onboarding guides for IT Directors are available to qualified institutions under a Confidential Non-Disclosure Agreement.

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