Student success
Student retention analytics
Connect academic, engagement, advising, and account context for governed persistence analysis and coordinated human review.
Explore retention analyticsMeet Doowii in Denver, September 29 to October 2, 2026.Request a 20-minute meeting.
Start with enrollment, student success, institutional research, or another campus priority. Data teams retain oversight, and Doowii manages the platform end to end as the work expands.

Start with a specific retention, reporting, or governance priority, then expand on the same managed platform as additional teams, systems, and workflows come into scope.
Student success
Connect academic, engagement, advising, and account context for governed persistence analysis and coordinated human review.
Explore retention analyticsInstitutional research
Build repeatable reports from shared campus definitions and keep the underlying data ready for the next leadership question.
Explore institutional reportingData strategy
Put ownership, definitions, access, quality, and lineage into practice across approved analytics, reporting, and AI workflows.
Explore data governanceDoowii brings the systems relevant to each workflow onto one governed platform so teams can investigate trends across sources. IPEDS data can add peer context to institution-defined metrics, helping leaders understand both the comparison and the methodology behind it.

Doowii is purpose-built for education across teams and workflows, not as a generic business-analytics model forced onto academic realities. The same platform supports K-12 districts, and Doowii maintains a SOC 2 Type II report.
| Consideration | General-purpose data stack | Vendor-native analytics | Doowii |
|---|---|---|---|
| Starting point | Flexible infrastructure that an institution or partner configures for its industries and use cases. | Analytics organized around the vendor's product ecosystem and data model. | A unified education data platform configured to the institution's systems, definitions, and workflows. |
| Cross-system work | Broadly possible; connectors, models, and education context are selected and assembled for the environment. | Often most streamlined inside the native suite; external-source options vary by product. | Connection plans are scoped across the SIS, LMS, ERP, CRM, assessment, and local sources needed for the use case. |
| Shared meaning | The institution designs education metrics, semantic models, and governance conventions. | Begins with the vendor's model, with configuration options that vary by product. | Begins with education context, then maps metrics and terminology to local practice. |
| Operating responsibility | The institution and its implementation partners generally operate the assembled stack. | The vendor manages its product; the institution coordinates work beyond that environment. | Doowii manages the platform end to end in partnership with institutional data and technology stakeholders. |
| Path to a governed use case | Depends on architecture, integrations, modeling scope, staffing, and governance readiness. | Can be efficient within the native ecosystem; broader use cases may add configuration work. | Starts with selected priorities and expands as sources, definitions, permissions, and outputs are validated. |
Actual capabilities and responsibilities vary by product, contract, architecture, and institutional requirements.
Enrollment, student success, institutional research, advancement, and leadership can work from the same connected data while keeping the context and access each role requires.

Which sources provide students most likely to enroll? Which students are at risk of not matriculating in the fall?
Which students are at risk to fail? Which course resources are being underutilized across campus?
Forecast participation rates by program. What kinds of campus engagement predict involvement after graduation?
Doowii is the unified data platform for higher education. It brings campus systems, shared definitions, governed access, analytics, reporting, and AI workflows together in one platform managed end to end.
Doowii scopes connections around the systems your campus runs, including SIS, LMS, ERP, CRM, assessment, and local sources. The exact connection approach depends on the system and implementation.
Doowii can incorporate IPEDS data so teams can compare institution-defined metrics with selected peer groups while retaining the underlying context.
No. Staff can ask questions in plain language and review the resulting chart, report, or dashboard, while data teams retain control over definitions, access, and governance.
Doowii maintains a SOC 2 Type II report. Its controls and privacy practices are designed to support institutions' obligations under FERPA, COPPA, CCPA, and other applicable laws.
Implementation timing depends on your systems, data readiness, governance needs, and initial use case. Doowii works with your team through a phased connection, definition, and validation process.
Request a walkthrough tailored to your campus systems, teams, priorities, and representative higher-education workflows.