Every question about your district, answered from your data

School grades and accountability. Attendance and discipline. Enrollment, school choice and transportation. Subgroup graduation trends. The impact of a policy change or a new principal. Ask in plain language and get the answer in a minute — with a link back to the source it came from.

No chasing the report. No waiting three days on a callback.

Talk to us → Book a 30-minute call

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Ask Duvall
Ask Duvall Created by LUMINeRA Labs @ MCG
Attendance TrendWhere is chronic absenteeism concentrated?
Policy ImpactWhat moved since this policy took effect?
Graduation by SchoolThree-year graduation rate at this school?
How has chronic absenteeism moved since the new attendance policy took effect?
Chronic absenteeism is down 4.2 points district-wide since August. 38 of 52 schools improved; the four that did not are all middle schools on the Westside, where the decline is concentrated in 8th grade.
Attendance recordsFLDOE filings
+ Message Ask Duvall How has chronic absenteeism moved since…
Ask Duvall answering how a new attendance policy moved chronic absenteeism, with cited sources. Figures illustrative.
4:32●●●
Ask Duvall
What’s on your mind today? Attendance Trend Graduation by School Policy Impact
Chronic absenteeism since the new policy?
Down 4.2 points district-wide. 38 of 52 schools improved.
Attendance records
+ Message Ask Duvall Chronic absenteeism since…
See it in action

See the conversation, start to finish

90 seconds · captioned, works with sound off

What to ask

The questions you would otherwise assign to someone

The kind of question that normally starts a research request.

List of principals and their contact information.
Expenditures per student for the past 3 years?
Matrix of my schools and their school grades, past 3 years.
Impact of Florida’s new school grade scale on my schools?
Students with a C average or below riding the bus 2+ miles?
How it works

Minutes instead of days

Today, getting an answer — or double-checking one — often means your EA reaching out to a cabinet member, who assigns it to their staff. That process can take days, even weeks. Ask Duvall does it in a conversation — so you walk into the meeting prepared.

Today
? → Find the report →
Email the data team → Wait → Review their response → Ask a follow-up ↻
3 days
With Ask Duvall
? →Prompt Ask Duvall →Read the cited answer →Ask Duvall a follow-up
3 minutes
In practice

She turned a new policy into an impact analysis — that same afternoon

When Florida revised the 2026–27 school grade scale, Duval County’s Performance Analytics team needed to know which schools would be impacted — fast.

“Ask Duvall quickly surfaced the increases to the 2026-27 grading scale and let me immediately see which of our schools could be at risk of dropping a grade. I shared the impact with my director far faster than I could have with SQL or Excel.”
Tammy TaylorSupervisor, Performance Analytics · Duval County Public Schools

A district analytics supervisor reading a cited Ask Duvall answer on her phone outside the district office
Ask Duvall on mobile, flagging which schools could drop a letter grade under Florida’s 2026–27 school grade scale. Figures illustrative.
2:07●●●
Ask Duvall
What’s on your mind today? Grade Scale Change Schools At Risk
Which schools drop a letter under the new scale?
Six schools — four of them currently “B”. All six are within 3 points of the cut.
FLDOE grade scale
+ Message Ask Duvall Which schools drop a letter…
Why it’s different

Cited, and linked back to sources your district already trusts

General-purpose AI doesn’t know your district’s trusted sources or culture.

Ask Duvall is connected to
State reportingFLDOE, or your state’s DOE: every filing, past and present
AccountabilitySchool grades and accountability measures
AttendanceAttendance and chronic absenteeism records
Ask
Duvall
One place to ask
DisciplineDiscipline and behavior data
EnrollmentEnrollment, school choice and transportation
LeadershipDistrict leadership, staffing and board information

Ask Duvall is trained for your district

CapabilityGeneral AIAsk Duvall
Answer questions in plain language, with follow-ups✓✓
Available 24/7/365, on desktop, browser and phone✓✓
Private: enterprise-grade protection, inside your own tenant—✓
Never trains public models; honors each person’s permissions—✓
Connected to approved district data and FLDOE filings—✓
Cites and links back to the source—✓
Uses your district’s own definitions, acronyms and business rules—✓
Configured around district priorities and workflows—✓

It surfaces additional insight and acts as a thinking partner, not just a search box.

Questions we get

From principals and superintendents

Anything your district already has a record of: school grades and accountability measures, attendance and chronic absenteeism, discipline, enrollment and school choice, transportation, graduation and subgroup performance, staffing and leadership. If two people would normally have to look it up, it is a good question for Ask Duvall.

Yes. Answers can be scoped to one school, a feeder pattern, a region or the whole district, and compared across any of them.

Approved district systems and reports plus every FLDOE filing, past and present. Each answer links back to the exact source, so you can forward it or defend it in a meeting.

Yes. Ask it what moved since a change took effect and it will compare the periods, name the schools driving the difference, and keep going when you ask why.

It runs inside your district’s own Microsoft tenant under enterprise-grade data protection, honoring the permissions each person already has. Nothing is used to train public models.

No — it takes the lookups off their plate. They stop assembling numbers on request and spend the time on the analysis only they can do.

A trial connects to public FLDOE data plus whatever sources you can share quickly, typically within days. A full deployment is scoped around your systems and definitions.

Pricing is scoped to the sources connected and the number of people using it. Start with the seven-day access and we will size it from what you actually ask.

Ask it your own questions for a week

Leave your work email and we’ll set up seven days of access. Bring the questions that normally take your team days.

Ask Duvall is a K-12 school district data and AI assistant for Florida districts, built by LUMINeRA Labs at Midtown Consulting Group, a Microsoft Solutions Partner for Data & AI.

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A school district chief of staff reviewing district data at his desk in the district office
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