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Education data interoperability

Project Unicorn

Project Unicorn is an education technology initiative focused on improving data interoperability—the ability of different applications and systems to exchange and use information effectively.

Helping education systems work together

Schools and districts often rely on many digital tools for instruction, assessment, enrollment, communication, and operations. When those tools cannot exchange data reliably, staff may need to enter the same information repeatedly, reconcile conflicting records, or wait for data before acting.

Why the “unicorn” name matters

The challenge: siloed systems

Historically, education applications have stored information in separate formats and databases. These silos make it difficult to connect records, automate workflows, and develop a complete view of student needs.

The goal: seamless exchange

The name “Unicorn” reflects how rare and difficult seamless interoperability has seemed. The initiative works to make dependable data exchange a normal expectation rather than an exceptional achievement.

How interoperability is supported

Project Unicorn promotes shared standards and practices that help different products interpret and exchange data consistently.

Common data formats

Shared definitions and structures help systems understand what exchanged information means.

Exchange protocols

Consistent technical rules help systems transfer information securely and reliably.

Documented APIs

Application programming interfaces provide defined ways for authorized applications to request or send data.

What better interoperability can enable

Less duplicate work

Reduce repeated data entry and manual transfers between systems.

More timely information

Help educators and administrators access relevant data when decisions are being made.

Better tool integration

Allow instructional and operational applications to participate in connected workflows.

Stronger insights

Make it easier to combine authorized data and identify patterns that can support students.

A collaborative effort

Project Unicorn brings together educational organizations, technology providers, policymakers, and advocacy groups. Their shared work encourages the adoption of interoperability standards and practices across the education technology ecosystem.

Interoperability must be responsible

Making systems easier to connect does not mean making student data broadly available. Effective interoperability should operate alongside privacy, security, data-governance, accessibility, and role-based access requirements. Only authorized information should be exchanged for legitimate educational purposes.