Our Journey So Far
AI is reshaping education and workforce systems, but fragmented data standards hold the ecosystem back. Here's how we've been building the shared foundation to fix that.
Our Journey
Our Journey So Far
- 2021
The problem we set out to solve
Education runs on data, but the specifications behind every exchange don't map cleanly. A coalition formed around a simple idea: align the standards already in use rather than replace them.
- June 2021
Data Standards United (DSU) convenes
A neutral, open collaborative of standards development organizations comes together to coordinate and align disparate data standards across education, employment, and training — while respecting each organization's independence.
- 2021–2024
The coalition grows
Leading bodies join the effort — 1EdTech, Access 4 Learning (A4L), Credential Engine, Dublin Core, ED3, the Groningen Declaration Network, HR Open Standards, MedBiquitous, and PESC — uniting the field's key players behind a shared goal.
- 2025
A permanent home: Education Data Unlimited (EDU)
EDU is established as a 501(c)(3) nonprofit to serve as a stable, long-term home for interoperability initiatives — a neutral convening force with a Board of Directors drawn from across the sector.
- Early 2026
EDUcore launches
The initiative to build an AI-ready "source of truth" for interoperability — a shared semantic backbone and practical mapping layer that lets organizations keep their current systems while achieving governed interoperability.
- Early 2026
A common semantic backbone: the CEDS Ontology
A machine-readable, AI-ready representation of the Common Education Data Standards (in RDF/OWL) becomes the anchor for cross-standard mapping — the foundation everything else maps to.
- April 2026
The Reference Library opens
A searchable, structured resource for implementers: canonical definitions, mappings, implementation notes, openness status, and governance metadata — lowering adoption costs for under-resourced districts, colleges, workforce boards, and employers.
- Spring 2026
The Standards Registry maps the landscape
A cross-referenced map of the education data standards world — spanning 13 standards organizations with plain-language descriptions and category overviews, so anyone can understand who does what and how the pieces fit.
- Spring 2026
The AI Bakeoff: the ecosystem builds on EDUcore
Eight community demonstrations show real tools built on shared standards — from AI-driven equity-gap analysis on CEDS data to living competency profiles and a nine-standard data-model explorer — proof the backbone works.
- What's next
What's next
Deepening cross-standard mappings, expanding the registry, and growing the coalition — building universal interoperability with targeted adoption pathways across the PK20W+ lifelong-learning continuum.