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Build any dealership report
by asking for it.

Type what you want to see, or upload a screenshot of a report you already use. Cassandra, the AI analyst in Novella, builds it as a live report on your own DMS data. To change it, ask again.

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Ask Cassandra

Your VisionAST assistant. Ask anything about your dealership performance: gross, PVR, reserve, units, lenders and more, scoped to what you can see.

Live demo · sample data from a made-up dealer group · yours runs on your own DMS data

— 01 / How it works

Ask for a report. Cassandra builds it.

Cassandra is the AI analyst inside Novella. The Dynamic Command Center is the page where the reports she builds are kept.

  1. 1

    Ask for what you want to see

    Type it in plain English or say it out loud. For example: “Build me an F&I scoreboard for this month, by store and F&I manager.” You can also upload a screenshot, a PDF or a spreadsheet of a report you already use.

  2. 2

    Cassandra builds the report

    She pulls the numbers from your DMS data and lays out charts, tables and totals, called widgets, on one page. Each widget shows the dates and stores it covers.

  3. 3

    Change it, share it, schedule it

    Ask for changes in the same chat. Share the report with your team, download it, or have it emailed on a schedule. Each time someone opens it, it runs again on the latest data.

— 02 / Rebuild a report

Upload a report you already use. Get it rebuilt on your numbers.

Give Cassandra a screenshot, a PDF or a spreadsheet of any report: a 20 Group sheet, a vendor's sample, your own weekly workbook. She lists what she could and couldn't match, then builds it as a live report on your data.

Before: a report from another toolAfter: live on your data
Home › Dynamic Command CenterCassandra

Dynamic Command Center

powered byVisionAST
F&I Scoreboard
Dates: This monthStores: All
712
Units
▲ +4.1% vs last month
$1,871,136
F&I gross
▲ +7.4% vs last month
$2,628
F&I PVR
▲ +5.9% vs last month
$1,175
Reserve PVR
▲ +5.9% vs last month
Dates: This monthStores: All
F&I PVR by F&I manager
MORGAN REED
DANA ELLIS
JORDAN PRICE
RILEY BROOKS
CASEY MORGAN
TAYLOR HAYES
Goal $2,000
$0$0.8K$1.6K$2.4K$3.2K
Dates: This monthStores: AllProduct: VSC
VSC penetration by store
StoreDealsVSC %Change
Riverbend11862%+3.4 pts
Northgate13861%+3.0 pts
Metro15159%+2.8 pts
Hillcrest11257%+2.2 pts
Lakeshore10155%+1.8 pts
Pine Valley9252%+1.4 pts
Reports › Finance › F&I Performance Summary

F&I Performance Summary

All Stores | Sep 1 – Sep 30, 2026
StoreAll Stores ▾From09/01/2026To09/30/2026Run Report
KEY METRICSMonth to date
1,046
Units sold
▲ 2.3% vs Aug
$2,412,860
F&I gross
▲ 4.8% vs Aug
$2,307
F&I PVR
▲ 2.4% vs Aug
$1,018
Reserve PVR
0.6% vs Aug
All stores
PVR BY F&I MANAGER
MGR 01
MGR 02
MGR 03
MGR 04
MGR 05
MGR 06
Target $2,200
$0$0.8K$1.6K$2.4K$3.2K
Finance deals
VSC PENETRATION BY STORE
StoreDealsVSC %vs Aug
Store 0121458%+1.2
Store 0219856%+0.8
Store 0318155%−0.4
Store 0417253%+0.6
Store 0515050%−1.1
Store 0613148%−0.9
‹ ›

Drag the line to compare the two.

Works withScreenshots and photosPDFsExcel and CSV files
— 03 / Features

What you can do with a report.

Dates: This monthStores: All
F&I PVR by store against goal and industry
$0
$0.8K
$1.6K
$2.4K
$3.2K
Goal $2,500
RiverbendNorthgateLakeshoreHillcrestMetroPine Valley
F&I PVRF&I PVR, industry

Also included

F&I PVR is up 5.9% on last month. Riverbend and Northgate lead VSC

Written summaries

Add a written summary beside the charts. It is rewritten when the numbers change.

Month-end pace

A pace line projects where the month will end from the numbers so far, next to your goal.

Northgate$2,694✓
Pine Valley$2,380!
Goal$2,500
Goals in the table

Type a goal into a table's goal row. Rows that miss it are flagged.

Slide decks

“Make a presentation” turns an answer into an executive slide deck.

Dashboard tiles

Put any widget from a report on your main sales or service dashboard. It stays live there.

Voice input

Press the microphone and say your request instead of typing it.

Every widget shows its filters.

You can see which dates and stores each number covers.

People see only their stores.

A shared report shows each person the stores they have access to.

Changes can be undone.

Undo goes back one change at a time. Each change is logged with who made it.

It runs on your DMS data.

CDK, Reynolds, Lightspeed, Tekion, Dealertrack and others.

— 04 / Who it's for

Each person builds the report their job needs.

A dealer principal, an F&I director and a service manager need different reports. Each one types a request and gets their own, limited to the stores they have access to. Choose a role to see an example.

Rank my stores by total gross this month against last year.
Home › Dynamic Command CenterCassandra

Dynamic Command Center

powered byVisionAST
Store Rankings
Dates: This monthStores: All
$4,920,100
Total gross
▲ +5.9% vs last year
712
Units
▲ +3.8% vs last year
$6,910
Gross per unit
▲ +2.0% vs last year
5 of 6
Stores ahead
of last year
Dates: This monthStores: All
Stores ranked by total gross
StoreUnitsTotal grossPer unitvs last year
1Metro151$1,087,200$7,200+9.1%
2Northgate138$979,800$7,100+7.4%
3Riverbend118$826,000$7,000+6.8%
Hillcrest112$761,600$6,800+5.2%
Lakeshore101$676,700$6,700+3.9%
Pine Valley92$588,800$6,400−1.2%
Dates: This monthStores: All
Total gross, this year and last
$0
$400K
$800K
$1.2M
MetroNorthgateRiverbendHillcrestLakeshorePine Valley
This yearLast year

Shows every store's gross, units and change against last year on one page.

— 05 / What it replaces

It replaces the weekly spreadsheet.

Most stores build their weekly report by hand. The Dynamic Command Center sends the same report on a schedule, on current numbers.

The weekly report, built by hand

  1. 1Someone exports the deals from the DMS.
  2. 2They paste the numbers into a workbook and fix what broke.
  3. 3They email the file to the managers.
  4. 4A manager asks for it by store, and the work starts again.

The same report, from the Dynamic Command Center

  1. 1The report is emailed on a schedule, as a PDF.
  2. 2It runs on your latest DMS data.
  3. 3To see it by store, a manager asks Cassandra.
— 06 / What it's worth

Estimate what a PVR lift is worth to your group.

A report that shows who is under goal gives managers something specific to coach. Set your store count, monthly volume and an F&I PVR lift to see the yearly total. This is arithmetic, not a forecast.

Added F&I gross, per year

$864,000

6 stores × 120 units × $100 × 12 months

The Stump Cassandra Challenge

Stump Cassandra.

Upload your favorite report and Cassandra will rebuild it using live data! No report handy? Leave your details and we'll set up a 20-minute Sneak Peek.

No spam. No pressure. Just your numbers.

Already on Novella? Ask us to turn it on.