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Unified data platform for education

Connecting your data is one thing. Making it useful is another.

Doowii brings institutional data, analytics, and AI together in one managed platform built for education.

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Illustrative Doowii workflow showing a user asking a question, the platform analyzing governed education data, and a visual answer with representative metrics and lineage context. No customer data is shown.
ask.doowii.io
Which students are most at risk this term?
Student Risk vs. Engagementanswer
37students flagged
14.2%chronic absenteeism
88.6%persistence
grounded in your governed metrics · view lineage

Illustrative Doowii workflow using representative data.

WGU LabsPilot researchSee how Program Mentors put complex student data to workRead the research story →Cristo Rey NetworkCustomer storySee Corporate Work Study data in use across 35 active campusesRead the customer story →SOC 2 Type IISecurity & privacyReview our controls and privacy practicesVisit Security & Trust →
One platform, many workflows

Data that works the way your teams do.

Natural-language analysis, recurring reports, predictive models, and shared views all run on the same governed data, definitions, and permissions.

Natural language

Ask across the data your team needs

Teams can ask in plain language and review the result, methodology, and source context together.

Ask your data

Natural-language analysis

Illustrative

Where has chronic absenteeism changed most this term?

Compared with the same point last term

The middle grades show the largest increase.

This illustrative comparison points to grades 6 to 8 as the first place to review attendance patterns and contributing absence categories.

Methodology

Definition
Absent for 10% or more of enrolled instructional days
Scope
Current term, grouped by locally defined grade band
Sources
  • SIS attendance
  • Enrollment calendar
  • Grade-band mapping
Illustrative workflow using representative education context. No customer data is shown.
Recurring reporting

Build repeatable workflows on the same platform

Create recurring reports, refresh them on schedule, and review what changed without rebuilding the data behind them.

Custom reports

Illustrative workflow

New report

Chronic Absenteeism Report

Attendance · student groups · interventions

GeneratedUpdated Jul 18

Enrollment Risk Analysis

Admissions · deposits · engagement

GeneratedUpdated Jul 17

Board Outcomes Brief

Shared definitions · term-over-term change

ScheduledRefreshes Aug 1
Reports stay tied to the same governed definitions as the underlying analysis.
Predictive analytics

Add foresight without adding another system

Use the same governed data to surface patterns that may warrant attention, with contributing factors for context.

Illustrative cohort-level early signal with contributing factors and a required human-review step.

Cohort signal review

Illustrative predictive analysis

Representative data

First-year persistence

Fall cohort · weekly review

Early signal

12.4%

of the cohort may warrant closer review

3.1 points above the expected range

Early signal trend for a representative first-year cohortThe illustrative signal remains near the expected range for four weeks, then rises above it in weeks five and six.review range
Observed signalExpected range

Contributing factors

Signals associated with the cohort pattern

  • Recent course activityBelow the cohort baseline
  • Course completion paceSlower over the last 3 weeks
  • Advising contact gapLonger than the cohort median

These factors help explain the signal. They do not establish cause.

Review before action

Human decision

Validate the data and local context with the responsible team before deciding whether outreach or support is appropriate.

  • Check data freshness
  • Compare local context
  • Choose the response
No automatic action

Illustrative output using representative data. Local definitions and review workflows vary by institution.

Pinboards

Give each team a shared view

Bring the metrics each team watches into current views built on the same governed definitions.

Student success pinboard

Persistence and support overview

Fall 2026Representative data

Persistence

88.6%+2.4 pts
From the prior term

Course completion

84.1%+1.8 pts
Current term

Advisor follow-ups

11276% done
Assigned this week

Support reviews

37Review
Human review queue

Persistence trend

All degree-seeking students

88.6%
Shared with Student SuccessUpdated today at 8:40 AM
Illustrative student success pinboard using representative data. It shows persistence, course completion, advisor follow-ups, support reviews, a persistence trend, weekly engagement, and follow-up status.
Explore platform workflows
Managed end to end

Connecting your data is one thing. Keeping it useful is another.

Start with one team, college, or priority. Doowii begins with education context, connects the systems in scope, and configures the platform around your definitions, permissions, and workflows. Our team manages it end to end as needs change.

Explore the platform
Institutional systems connect to a unified data platform for storage, querying, shared definitions, governance, analytics, and AI-assisted workflows.
Your systems
SISLMSERPCRMAssessment
connected around the work in scope
Unified data platformdoowii
Storeopen Iceberg tables
QueryDuckDB engine
Defineshared metrics catalog
Governquality · lineage · access
Governedsecurity & privacy controls · permissioned access · auditable lineage
Answers & workflows
Answer a questionBuild & refresh reportsWatch key indicatorsPredict & flag risk
kept current as source data changes

Doowii maintains a SOC 2 Type II report. Reference architecture; exact deployment and connection patterns vary by institution.

  1. 01 · Connect

    Bring your full stack together

    SIS, LMS, ERP, CRM, assessment, and institution-specific data.

  2. 02 · Govern

    Create one institutional language

    Permissions, quality checks, shared metrics, and traceable methodology.

  3. 03 · Use

    Support every data workflow

    Answers, reports, monitoring, shared pinboards, and predictive review.

Solutions by institution

Different teams. One unified platform.

Enrollment, intervention, compliance, and leadership reporting begin with different questions. Doowii gives them one shared platform while supporting the way each team works.

Explore solutions
Higher education

Retention, enrollment, program health, and institutional reporting

Connect the signals teams need across the student lifecycle.

For higher education →
K–12

Attendance, early warning, equity, and district reporting

Bring student and operational signals into one governed view.

For K–12 districts →

Ready to put your data to work?

Start with one team, college, or priority. We will show how Doowii fits the work now and how the same managed platform can expand over time.

Request a demoSee customer stories