AWS QuickSight Q  ·  Breakthrough Analytics

Ask Any Question About Student Success.
Get an Instant Answer.

For the first time in education, administrators can type a question in plain English—"Which students are at risk of not completing their courses?"—and receive an immediate, data-driven answer. No technical skills. No IT support. No waiting for reports.

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Natural Language
Instant Results
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Visual Answers
How It Works

From Question to Answer in Seconds

QuickSight Q uses machine learning to interpret your questions, query the right data, and deliver visualized results—instantly.

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Step 1
Type Your Question

Ask anything in plain English: "Which students haven't logged in this week?"

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Step 2
ML Interprets

Machine learning understands your intent and maps it to the right data sources.

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Step 3
Queries Your Data

The system queries your school's enrollment, progress, and performance data.

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Step 4
Visualized Results

Actionable answers appear in seconds—charts, tables, and clear data you can act on.

Real Questions, Real Answers

What Would You Ask?

Administrators using QuickSight Q ask questions like these every day—and get answers in seconds.

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"Which students are at risk of not completing their courses on time?"
Early Intervention
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"How do completion rates compare between fall and spring semesters?"
Trend Analysis
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"Which courses have the highest failure rates?"
Course Performance
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"Show me students who were active last month but haven't logged in this week"
Engagement Monitoring
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"What's the average time to completion for credit recovery students?"
Program Effectiveness
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"How many students are ahead of pace in AP courses?"
Advanced Tracking
A Fundamental Shift

Traditional Reporting vs. QuickSight Q

This isn't an incremental improvement. It's a transformation in how schools use data.

✕   Traditional Analytics
Technical staff required

Database queries written by IT professionals for each request.

Days or weeks to generate reports

Backlogs and competing priorities delay every data request.

IT involvement for any custom analysis

Even simple questions require a support ticket and a wait.

Expensive BI tools

Separate contracts, licensing fees, and implementation costs.

Training in complex software

Hours of professional development just to run a basic report.

Included
✓   QuickSight Q
The ability to type a question

If you can type, you can use QuickSight Q.

Seconds to get an answer

Answers delivered in the time it takes to ask the question.

No technical skills whatsoever

Natural language—ask as you would ask a colleague.

No IT involvement

Administrators are independent—no tickets, no waiting.

No training beyond basic orientation

Intuitive from the first moment. Ask a question, get an answer.

Built for Your Role

Instant Insights for Every Stakeholder

QuickSight Q puts the power of enterprise analytics in the hands of every administrator—regardless of technical background.

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Superintendents
District-wide strategy

Board Presentations

Prepare for board meetings with real-time data. Ask about enrollment trends, completion rates, and program effectiveness across all schools—and present visualized answers on the spot.

EXAMPLE QUERY
"Compare student performance across implementation models this year"
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Principals
School-wide oversight

At-Risk Identification

Identify students who are falling behind before problems become failures. QuickSight Q surfaces the students who need intervention immediately—not at mid-term when it's too late.

EXAMPLE QUERY
"Which students in Algebra 1 haven't submitted assignments in the past week?"
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Curriculum Directors
Academic quality

Accreditation Reporting

Generate the data accreditation bodies require—instantly. Student outcomes, course performance, completion rates, and engagement metrics are always current and immediately accessible.

EXAMPLE QUERY
"Which teachers have the highest student engagement rates this semester?"
Built for Your Role

Instant Insights for Every Stakeholder

QuickSight Q puts the power of enterprise analytics in the hands of every administrator—regardless of technical background.

🏛️
Superintendents
District-wide strategy

Board Presentations

Prepare for board meetings with real-time data. Ask about enrollment trends, completion rates, and program effectiveness across all schools—and present visualized answers on the spot.

EXAMPLE QUERY
"Compare student performance across implementation models this year"
🎓
Principals
School-wide oversight

At-Risk Identification

Identify students who are falling behind before problems become failures. QuickSight Q surfaces the students who need intervention immediately—not at mid-term when it's too late.

EXAMPLE QUERY
"Which students in Algebra 1 haven't submitted assignments in the past week?"
📋
Curriculum Directors
Academic quality

Accreditation Reporting

Generate the data accreditation bodies require—instantly. Student outcomes, course performance, completion rates, and engagement metrics are always current and immediately accessible.

EXAMPLE QUERY
"Which teachers have the highest student engagement rates this semester?"
The Complete Picture

QuickSight Q Sits at the Top of a Four-Tier System

Every stakeholder sees what they need—and QuickSight Q gives leadership the power to ask anything across all levels.

QuickSight Q — Leadership
You Are Here

Ask complex questions, identify patterns across the institution, gain insights that would otherwise require teams of analysts.

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Administrator Dashboards

School-wide trends, resource allocation, and strategic decisions based on comprehensive evidence.

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Teacher Dashboards

Monitor classes, identify who needs intervention, and provide targeted support based on data.

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Student Pacing Guides

Individual students track their own progress, manage pacing, and take ownership of their learning journey.

The Result

Proactive, Not Reactive Education

When every stakeholder has visibility into progress at their level, education transforms. Students who start falling behind are identified immediately—not at mid-term. Teachers can intervene early—when small adjustments prevent major problems. Administrators allocate resources based on evidence—not assumptions.

Identify at-risk
Immediately
Intervene
Early
Allocate resources
On Evidence
Answer questions
In Seconds

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