Featured Resources
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2026 Quarter 1 AI & Interoperability Brief Release
Interoperability is foundational to AI success in education, and building an underlying structure grounded in data standards and data maturity is key to implementing AI that will truly benefit schools and students.
The 2026 Quarterly AI and Interoperability Brief Series explores the intersection of interoperability and AI, highlighting the latest trends, case studies, and tools you can use to improve your educational technology ecosystem.
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Currently, the lack of standardized, national definitions for core service terms creates a systemic ‘transfer gap.’ This lack of clarity often results in significant delays for students waiting to receive comparable services in a new district. To address this, researchers convened an expert panel to establish a much-needed consensus on these terms.
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AI Data Use and Protection - Worksheet
In the rush to adopt an AI tool, don’t let data security become an afterthought. The AI Data Use and Protection Worksheet is designed to help cross-functional leaders—from the CISO to General Counsel—a clear, standardized vetting process.
This worksheet allows teams to create a side-by-side risk matrix for every vendor, allowing them to make a safe, confident, and informed decision before entering a vendor agreement.
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Considerations for the School Districts in Considering Large Scale AI Model Deals
As Artificial Intelligence (AI) and frontier AI models rapidly reshape the educational landscape, school systems face a dual challenge: harnessing these tools' transformative potential while rigorously safeguarding student data, privacy, and well-being. Procurement is no longer just about purchasing; along with AI literacy, it is the first line of defense in responsible AI governance.
The following slide deck is available for consideration and understanding.
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Considerations for the School Districts in Considering Large Scale AI Model Deals
As Artificial Intelligence (AI) and frontier AI models rapidly reshape the educational landscape, school systems face a dual challenge: harnessing these tools' transformative potential while rigorously safeguarding student data, privacy, and well-being. Procurement is no longer just about purchasing; along with AI literacy, it is the first line of defense in responsible AI governance.
For years, Project Unicorn has championed the need for data to flow seamlessly and securely between systems to inform instruction and operations. Simultaneously, the EDSAFE AI Alliance has led the global charge on the SAFE (Safety, Accountability, Fairness, and Efficacy) benchmarks for AI adoption in education.
Now, as "frontier models"—highly capable, large-scale AI systems—enter our schools, these two missions must converge. Procurement is the intersection where safety meets connectivity.
We developed this resource to bridge the gap between technical data governance and ethical AI implementation, responding to practical needs from our work leading 29 school district policy labs and 10 state policy labs. These questions are designed to help district and state leadership vet tools not just for what they can do, but for how they fit into a secure, interoperable, and learner-centered ecosystem. Whether you are evaluating a standalone AI app or integrating a large-scale frontier model, this guide can be part of your blueprint for responsible innovation.
Resource Database
SLDS: Using Cooperative Strategies for State Capacity Building and R&D Infrastructure
The potential of cooperatives to build capacity for implementing Statewide Longitudinal Data Systems (SLDS) is vast. With the ability to foster interagency cooperation and strengthen the data ecosystem, this strategy presents an innovative approach. This resource provides suggestions and examples of incorporating cooperatives into your SLDS initiative. Learn about the key benefits, anticipate challenges, and explore recommendations for state leaders.
Privacy and Equity in the New School Year
As local and state governments, businesses, and institutions across the country implement the first phases of reopening after weeks of lockdown, schools are beginning to plan for learning this fall…
DQC Data Linkages Enable Individual Support and Shared Success
This infographic illustrates that, when all the important people in their lives have appropriate access to information, individuals get the support they need to succeed.
First 3 Steps for State Leaders
Learn about how you can get started with Data Interoperability if you are a state leader.
Interoperability Standards in Education
Learn about the different organizations in K-12 that provide data standards to make Data Interoperability possible.
State Strategies to Develop Teacher Capacity for Personalized, Competency-Based Learning
This issue brief shares state policy recommendations and action steps for policymakers who are supporting the redesign of educator workforce systems.
Ed-Fi Sample RFP Language
Insert language from our partners at EdFi in your requests for proposals so that your school or district procures only technologies that are interoperable.
Interoperability Rubric
How does your school network rank? Review the rubric to assess your tier of interoperability.
Leveraging Data for Academic Excellence
Read more about how highlights how state leaders tackle data interoperability with the emergence of data standards for student information, assessment, digital content, and other educational applications. Provided by SETDA.
Project Nessie
Read this 1-pager to learn more about Project Nessie a state initiative by CCSSO and SETDA focused on Nurturing Engagement & Support for State Education Interoperability Efforts.
Standardizing School Innovation Data: Report and Recommendations
This report urges school innovation funders, intermediaries, and researchers to engage more proactively with standards bodies to integrate school design concepts into existing standards to maximize adoption, rather than pursuing a new standard
Interoperability With MiDataHub and KReady - Case Study
Data should maintain its meaning as it gets passed between schools, districts, and even states. Interoperability standards assist in providing solutions for increasing concerns over linking student, teacher, school, and district data to create actionable outcomes.
Corey Matlack, No.Inc
Oklahoma's Interoperability Story - Case Study
“The Oklahoma SDE serves 512 traditional school districts, 28 charter school districts, 58 charter school sites, and over 1,795 schools. With over 693,700 students in the state, the OK SDE works hard to meet the challenging needs of students with educational technology.”
Ariana Bauer, CPSI, Ltd.
EdMatrix - Education Standards Directory
EdMatrix is a cooperative effort to create a directory of Education Standards. The emphasis is on Education Data standards but important Competency & Achievement standards and Design & Practice standards are also included.
In Partnership with Providers: The Importance of the Vendor Community
From Ed-Fi Alliance, join Troy Wheeler as he discusses the value and role of technology providers in the larger movement towards interoperability.
State Education Leadership for Interoperability
Leveraging Data for Academic Excellence This report examines the current data interoperability efforts in nine states: Delaware, Georgia, Michigan, Nebraska, North Carolina, Oregon, Utah, Wisconsin, and Wyoming. Throughout the report, states explore the successes and challenges in making interoperable solutions where data is seamlessly connected and readily available for use by decision makers, teachers, parents, and students.
You Need Data to Personalize Learning
This infographic from the Data Quality Campaign shows how critical data is to personalizing education.
SEND (Smart Education Networks by Design)
The Smart Education Networks by Design (SEND) Initiative by CoSN provides districts with resources to help them navigate the shift from old networks to modern, resilient, flexible networks that support the increasing demands of teaching and learning.
Working Together to Strategically Connect the K-12 Enterprises
Interoperability Standards for Education. This new report from CoSN is a resource for non-technical leaders that will help district technology leaders understand why interoperability standards matters.