SERVICE: DATA INTEROPERABILITY AND STANDARDS

Systems that share data reliably, by design

Unicon helps institutions replace fragile, undocumented integrations with standards-based architectures that are reliable, maintainable, and built to scale.

Education and workforce projects depend on data exchange

As policy shifts push institutions and states toward richer reporting, learner mobility, skills transparency, and closer alignment with labor market outcomes, brittle integrations and manual work become a bigger liability. 

Unicon helps organizations replace one-off integrations with standards-based architectures that support cleaner data exchange, lower administrative burden, and more portable records of learning and achievement.

Institutions and states are being asked to do more with the systems they already have. Workforce Pell, WIOA-related modernization, and other workforce policy efforts all depend on stronger connections across financial aid, student systems, learning platforms, credentialing systems, and workforce data. Disconnected systems make that work harder to sustain.

Focus on the right problems

  • Most environments have integrations in place already. The issue is whether those connections are documented, maintainable, and strong enough to support policy, reporting, and multi-system change.

    Unicon assesses the current integration environment, identifies the weak points, and shows where standards can reduce risk and improve long-term reliability.

    Outcome: A clearer view of where fragmentation is creating cost and operational risk

  • Standards are not useful just because they are named in an RFP. They need to be applied in the right places, with a clear view of the systems and workflows they are meant to support.

    Unicon helps organizations implement standards like LTI, OneRoster, CASE, Open Badges, CLR, and related APIs where they can improve data movement, reporting, and portability. 

    Outcome: Standards-based connections that reduce friction across platforms and partners

  • Custom integrations often work until a platform changes, a vendor updates, or a reporting need shifts. Then the burden shows up all at once.

    Unicon replaces brittle, undocumented integration patterns with architectures that are easier to maintain and less vulnerable to downstream changes.

    Outcome: Fewer breakpoints, less manual troubleshooting, and a more stable integration layer

  • As education and workforce systems move closer together, institutions need ways to carry learning outcomes, credentials, and skills data beyond institutional boundaries. That depends on shared standards and interoperable records. 

    Unicon helps organizations structure data so it can move across institutions, agencies, and workforce systems without losing meaning.

    Outcome: Data that can support learner mobility, credential transparency, and workforce alignment

  • Modernization, consolidation, and new policy requirements all put pressure on the integration layer. If the underlying architecture is weak, every change becomes more disruptive than it should be.

    Unicon helps institutions and agencies strengthen that foundation so new systems, reporting needs, and policy demands can be absorbed with less disruption.

    Outcome: Smoother transitions and fewer downstream failures

This work is about more than connecting platforms.

It is about building an integration foundation that can support reporting, learner mobility, skills portability, and policy implementation over time. Shared standards make it possible to capture data once, reuse it across systems, and reduce the burden of manual reconciliation. 

Unicon brings together standards knowledge, system design, and implementation experience to help organizations build integration environments that are easier to maintain and better prepared for future change.

What you need to know

Unicon focuses on building integration architectures that are documented, standards-based, and maintainable by your internal team.

This service can stand alone to fix specific integration problems or support larger efforts like modernization, institutional consolidation, or education-to-workforce initiatives.

30 days

You have a clear map of your integrations, including dependencies, risks, and where failures are most likely to occur.

90 days

Standards are implemented or stabilized, and high-risk integrations are remediated or replaced.

6 months

Your environment operates on a documented, standards-based integration foundation that your team can maintain.

20+ states

Experience implementing Ed-Fi and large-scale interoperability across districts and statewide systems

End-to-end coverage

Work spans K-12, higher education, and workforce data exchange within a single team

Vendor-neutral approach

Integration architectures built on published standards, not tied to a single platform

Replace fragile integrations with a sustainable system you can maintain

A strong interoperability strategy does more than clean up APIs.

It gives institutions and agencies a more dependable way to support learner records, reporting, skills data, and policy-driven system change. As standards-based infrastructure becomes more important to workforce and education policy, the organizations that invest in it now will be in a much better position to adapt. 

Core Services

AI Enablement and Coaching

Data Strategy and Governance

Data Interoperability and Standards

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