Freedom251 › Education Analytics Software
Unizin Data Platform
What Unizin Data Platform is
Unizin Data Platform (UDP) integrates and organizes teaching and learning data for higher education analytics, data science, advising, institutional research, business intelligence, and research. It is a cloud-native, single-tenant platform that warehouses information from student information systems, learning management systems, and connected learning tools. UDP normalizes records into a common dictionary and manages surrogate keys to associate data across systems. It supports the Unizin Common Data Model for context data and 1EdTech Caliper for behavioral events. Context data uses CSV and arrives every 24 hours; behavioral events use JSON and are delivered in real time. Institutions can use UDP data lakes and marts with existing analytics, reporting, data science, BI, and data virtualization tools. Canvas LMS has an automated, fully managed integration configured once. SIS connections require an institution-built integration following UDP’s loading schema, while learning-tool integrations are usually developed by vendors; Caliper streams can connect directly. UDP is available as a managed PaaS or through a Google Cloud Marketplace license operated in an institution’s own Google Cloud account. Pricing is by request.
Who it suits
UDP is for higher education institutions that need shared learning data for advising, research, analytics, or business intelligence. It suits teams able to build required SIS integrations or use the managed Canvas connection.
What it does well
- Single-tenant cloud-native data platform
- Normalizes data into a common dictionary
- Real-time behavioral event delivery
- Managed Canvas LMS integration
- Available as PaaS or Google Cloud license
What to know first
- Pricing is available only on request
- SIS integrations must be built by institutions
- Context data arrives every 24 hours
- Access requires steward approval and IP restriction
Plans
| Plan | Billed and limits | Price |
|---|---|---|
| Unizin Data Platform | Pricing not stated on the pages reviewed; a UDP license is available through Google Cloud Marketplace. | On request |
As unizin.org lists them, read 7 Oct 2026. The maker's own page has the final word.
Verdict
Unizin Data Platform gives higher education institutions a structured warehouse for combining learning-system data with existing analytics tools. Its integration model is flexible, but SIS onboarding requires institutional development work and governed access.
Facts from Unizin Data Platform's own pages
- Audience
- The platform is designed for higher education institutions using learning data to support advising, institutional research, business intelligence, and research. · unizin.org, 7 Oct 2026
- Cloud services
- UDP provides data lake and mart services that institutions can use with their existing analytics, BI, reporting, data science, and data virtualization tools. · unizin.org, 7 Oct 2026
- Data standards
- UDP supports the Unizin Common Data Model for context data and 1EdTech Caliper for behavioral data. · resources.unizin.org, 7 Oct 2026
- Deployment option
- Institutions may use UDP as a fully managed PaaS or purchase a license through Google Cloud Marketplace and operate it in their own Google Cloud Platform account. · resources.unizin.org, 7 Oct 2026
- Features
- It normalizes data into a common dictionary and automatically manages surrogate keys to associate learning data from different tools. · resources.unizin.org, 7 Oct 2026
- Founded
- 2015 · unizin.org, 28 Sept 2026
- Headquarters
- Austin, Texas, United States · unizin.org, 28 Sept 2026
- Hosting
- UDP is a cloud-native, single-tenant platform that integrates and warehouses data from SIS, LMS, and LMS-integrated tools. · resources.unizin.org, 7 Oct 2026
- Integration formats
- Context data uses CSV and is delivered every 24 hours; behavioral event data uses JSON and is sent in real time. · resources.unizin.org, 7 Oct 2026
- Learning tool integrations
- Learning tool integrations are typically developed by vendors, and a Caliper event stream can be plug and play. · resources.unizin.org, 7 Oct 2026
- LMS integration
- Unizin currently supports Canvas LMS through automated, fully managed integrations that institutions configure once. · resources.unizin.org, 7 Oct 2026
- Purpose
- UDP integrates, aggregates, cleans, and models teaching and learning data to support analytics, data science, and research. · resources.unizin.org, 7 Oct 2026
- Security
- The platform overview describes UDP as having a secure, scalable cloud-native architecture; access to its context store requires approval from an institutional UDP Data steward and is restricted by IP address. · resources.unizin.org, 7 Oct 2026
- SIS integration
- There are no packaged, fully managed SIS integrations; institutions must build an integration that conforms to the UDP SIS loading schema. · resources.unizin.org, 7 Oct 2026
- Support and onboarding
- Unizin offers UDP onboarding, training, and concierge services to help institutions start using learning data. · unizin.org, 7 Oct 2026
Where Unizin Data Platform stands on Freedom251
- Education Analytics Software#19 of 58
- Learning Analytics Software#18 of 25