From Founding to Finance-Grade Education Outcome Standards
Preamble: Institutional Tempo and Precedent ———————————————--
The GEOS Organization is designed with explicit reference to two successful but structurally distinct precedents.
Gavi (the Vaccine Alliance) demonstrated that global action can move rapidly when proven interventions and established metrics already exist, enabling funding to flow within months.
FATF (Financial Action Task Force) demonstrated that where standards and conformity assessment must be built from first principles, credibility is earned through iteration, peer review, and use over time.
Education outcome measurement more closely resembles the latter case than the former. Accordingly, The GEOS Organization is designed to become operational quickly, but to proceed slowly—or, at most, "with all deliberate speed"—thereafter, by publishing initial standards and conformity assessment processes early, narrowing scope before expanding, and improving continuously as evidence, use, and trust accumulate.
Phase 1 (Months 0–3): Founding, Scope Lock, and Governance Resolution ————————————————————————--
Objective: Establish legal existence, constrain mandate, and satisfy the Charter's 90-day governance requirements.
Key actions:
Convene Founding Members and formally constitute The GEOS Organization.
Choose a legal domicile for The GEOS Organization that is politically neutral (e.g., the Gulf) and start its incorporation.
Publish the Founding Members' Governance Resolution within 90 days, covering:
membership classes and participation rights,
board composition and term limits,
decision-making and quorum rules,
conflict-of-interest and disclosure requirements,
legal form, jurisdiction, and liability limits,
permitted funding sources and safeguards,
transparency and reporting obligations, and
Charter amendment procedures.
Publicly reaffirm The GEOS Organization's strictly limited mandate:
Standards Definition (Def), and
Standards Conformity Assessment (Assess), including the > establishment and operation of a professional certification > (GEOSor™) and certified GEOSor™ service-providing entity > program (GEOSor Certified Partner™).
Lock initial substantive scope:
one narrowly defined education domain (e.g., early-grade > foundational literacy and/or numeracy),
in a small number of volunteer countries.
Deliverables:
Published Governance Resolution.
Public scope statement.
Initial partner MOUs (IFFEd, World Bank, GPE, AUDA-NEPAD, Gates Foundation).
Retain legal representation.
File trademark applications.
Phase 2 (Months 3–6): Institutional Capacity and Evidence Grounding ————————————————————————
Objective: Build a credible technical core and ground work in what has already succeeded.
Key actions:
Recruit a small expert team spanning:
education measurement,
large-scale assessment,
audit and assurance,
development finance,
professional certification.
Conduct a structured review of:
prior education outcome measurement efforts (successes, > failures, and limiting factors),
health & climate RBF verification pipelines,
existing assessment frameworks and standards that can be > leveraged
Existing professional certification frameworks and programs.
Establish standing technical advisory groups (time-bound, non-governing).
Deliverables:
Published technical landscape review.
Draft taxonomy of "what needs to be defined" vs. "what must be assessed."
Initial conformity assessment design principles.
Draft plan for professional certification.
Phase 3 (Months 6–12): First Standards + First Conformity Assessment Processes (Coupled) ———————————————————————————————
Objective: Publish usable standards—never metrics without assessment.
Key actions:
Draft and publish Version 0.1 of:
narrowly scoped education outcome standards, and
corresponding conformity assessment procedures.
Ensure every proposed metric is:
auditable,
reproducible,
assessable at national scale.
Align outputs explicitly with IFFEd's financing requirements; work together, transparently, to evolve the standards at the mutual interface.
Invite limited, structured public and expert review.
Retain legal representation.
Deliverables:
GEOS Education Outcome Standards v0.1 (narrow scope).
GEOS Conformity Assessment Procedures v0.1.
Public response-to-comments log.
Phase 4 (Months 12–18): Pilot Application and Independent Evaluation ————————————————————————-
Objective: Test credibility before scale.
Key actions:
Support volunteer Ministries in applying the standards and assessment processes.
Enable independent auditors to perform conformity assessments.
Commission an external evaluation focused on:
auditability,
resistance to gaming,
political and administrative feasibility,
funder usability.
Deliverables:
Pilot assessment reports.
External evaluator's public findings.
Revised standards and assessment processes (v0.2).
Phase 5 (Months 18–30): Controlled Expansion and Portfolio Development —————————————————————————
Objective: Broaden carefully, not explosively.
Key actions:
Prioritize increasing the breadth of the Sentinel signal portfolio in each targeted subject above broadening scope to new subjects, grades, languages, or countries.
Broaden scope incrementally.
Refine conformity assessment based on observed failure modes.
Maintain strict separation from funding decisions and policy influence.
Deliverables:
Expanded standards portfolio.
Updated conformity assessment handbook.
Public registry of GEOS Outcome Signal Portfolios (GeOSPs™).
Phase 6 (Ongoing): Recursive Improvement by Design ——————————————————
Objectives: Institutionalize learning; broadening of scope with all deliberate speed.
Key actions:
Establish a permanent cycle of:
listening,
evidence review,
revision,
re-publication.
Periodically retire standards that fail audit or utility tests.
Publish all revisions, rationales, and dissent transparently.
Operating principle: The GEOS Organization does not "finish" its standards. It improves them continuously, in public, under use, and steadily broadens the scope of its standards to include more subjects, grades, languages, countries, etc.
Summary ———--
The GEOS Organization is designed to move fast enough to matter, but slow enough to be trusted. It begins with narrow scope, coupled standards and conformity assessment, and external scrutiny—then grows only as evidence justifies expansion. This balance reflects the hard-won lessons of both Gavi and FATF, applied to the uniquely complex measurement challenges of education..
Appendix A ————--
(Non-Binding; for Transparency Only)
This Appendix provides an order-of-magnitude estimate of the one-time setup costs and ongoing operating costs required to establish and operate The GEOS Organization as a small, permanent standards-and-assurance utility, consistent with the constraints set out in the Charter and the phased approach described in this Plan. The figures below are illustrative and non-binding; they are intended to demonstrate institutional realism and restraint, not to constitute a funding request or financial commitment.
Note: GEOSor certification, GEOSor Certified Partner accreditation, and trademark costs are budgeted separately in the RBF4Ed Evidence Infrastructure proposal (USD 2.1M). This appendix covers the GEOS Organization's standards-and-assurance operations only.
The estimates below assume that The GEOS Organization:
Performs standards definition (Def) and standards conformity assessment (Assess) only;
Does not operate School Systems' education programs, hold student-level data, or intermediate capital (note exception below re GEOSors);
Maintains a small permanent secretariat, relying on time-bound expert groups and independent auditors;
Scales subject and grade coverage through reusable standards architecture, resulting in sub-linear institutional growth;
Becomes self-funding over time through revenues from GEOSor-related training, examination, and certifications fees, and/or from trademark royalties.
All amounts are expressed in USD and rounded.
Category Description Estimated Cost ———————————————- —————————————————-- ——————-- Legal formation & incorporation Legal setup, jurisdictional structuring, compliance $250,000 Governance resolution & Charter finalization Founding governance resolutions, policies $125,000 Initial standards architecture design Scope lock, taxonomy framing, template design $325,000 Conformity assessment framework Auditability rules, procedures, contestability $250,000 External legal & assurance review Independent review to de-risk governance $175,000 Initial technical working groups Time-bound expert inputs $275,000 Transparency & publication infrastructure Website, registries, document systems $100,000
Total one-time setup cost: $1.5M
Executive leadership
Technical standards lead
Conformity assessment & audit coordination
Governance/compliance (partial FTE)
Operations & transparency support
Year Focus Estimated Annual Cost ———- ———————————————- ————————— Year 1 Founding, scope lock, initial standards work $1.3M Year 2 Standards v0.1 and assessment procedures $1.7M Year 3 Pilot conformity assessments & evaluation $1.9M Year 4 Evaluation, revision, governance review $1.9M Year 5 Controlled expansion of standards portfolio $2.0M Year 6 Steady-state operations $2.0M Year 7 Mature standards utility operations $2.2M
Total seven-year operating cost: $13.0M
Component Estimated Cost ———————— ——————— One-time setup $1.5M Seven-year operations $13.0M Total (7–8 years) $14.5M
These figures are intended to:
Demonstrate that The GEOS Organization is financially proportionate to its mandate;
Reinforce that The GEOS Organization is designed as an enabling standards layer, not a delivery organization;
Show that expanded subject and grade coverage does not require proportional institutional growth.
Actual expenditures, phasing, and funding arrangements will depend on governance decisions, sequencing choices, and partner participation, and will be subject to independent oversight consistent with The GEOS Organization's Charter.