Mercedes-Benz Star
MERCEDES-BENZ QATARBIT AI TEAM
EXECUTIVE INTELLIGENCE WORKSPACE

Sales, market and planning intelligence in one secure workspace.

Done by: Abdallah Zreik

Welcome

Sign in to your Mercedes-Benz Qatar intelligence workspace.

First login uses the temporary password and immediately requires a password change.
Mercedes-Benz Star
SALES & MARKET INTELLIGENCE DASHBOARDMercedes-Benz Qatar
Done by: Abdallah Zreik
CONNECTING
Global Report Filters
Filtered units—
YTD sales—
MTD sales—
Active filters0
TOTAL REVENUE
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LIVEfiltered invoiced value
UNITS SOLD
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LIVEunique vehicles
GP AMOUNT
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gross profit
AVERAGE GP %
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average margin
AVG SELLING PRICE
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QAR per vehicle
RETAIL
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Q1 units
FLEET
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Q6 units
SALES VALUE BY MODELCurrent filtered period
RETAIL VS FLEET MIXChannel share
—TOTAL UNITS
TOP PERFORMING MODELSUnits, revenue and gross profit
MODELUNITSREVENUEGP AMOUNTGP %SHARE
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MANAGEMENT & AI INSIGHTSLive data observations
Waiting for live data…
REAL TIME ALERTSLIVE 60s
0 Critical0 Warning0 Info
Alerts will appear after the live data is evaluated.
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YTD SALES—current year
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MTD SALES—current month
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TOP SELLING MODEL——
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TOP CONSULTANT——
Top Performing ModelsCurrent loaded period
Model Mix MovementInternal sales share
Detailed Vehicle Performance CardsTop model lines
Sales Mix Analysis
⌁Historical Sales Velocity FORECASTS USE SERVER TOOL
This section shows historical sales velocity only. Low/Base/High forecasts and order recommendations now run through the dedicated forecast_sales / recommend_order_plan server tools. Final order quantities are withheld until stock, in-transit and lead-time data are available.
Historical Model Velocity
ModelYTD UnitsUnits / MonthAvg Sold-Stock DaysVelocityTop Colors
Model × Exterior Color
ModelExterior ColorUnitsShareAvg GP %
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Total Customers
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Vehicles Sold
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Average Selling Price
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Support / Vehicle
Channel Distribution
Support & Discount Activity
Vehicle Category Performance
Customer Segmentation
✨ AI Generated Quick Actions
Year-End Forecast Toolforecast_sales API

Forecast defaults to today through December 31. It uses live invoiced sales history and reports uncertainty rather than one certain number.

Planning data status
Run the forecast to inspect history coverage, data freshness, stock/in-transit/lead-time gaps and forecast confidence.
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LOW SCENARIO • units to Dec 31
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BASE SCENARIO • units to Dec 31
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HIGH SCENARIO • units to Dec 31
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CONFIDENCE
Monthly Forecast — Low / Base / High
Data Used & Gaps
Run forecast.
    Forecast by Model / TrimServer tool output — not an AI-generated guess
    ModelTrimHistory UnitsLowBaseHighConfidenceBase / MonthAvg GP / UnitTop Colors
    Run forecast.
    Order Planrecommend_order_plan API • final quantities require stock + transit + lead time
    No order plan run yet.
    ModelTrimLowBaseHighStockIn TransitLead TimeRecommended OrderPriority
    Run order plan.
    J.A.R.V.I.S. Visual Report Builder
    Create charts or tables in chat, give every visual a label, edit colors/data/columns conversationally, pin charts to the dashboard, resize and move them, or open the Visual Builder: describe a report or upload a chart screenshot and Claude rebuilds it with the live Mercedes-Benz Qatar dataset. External data is never fetched without your permission unless you explicitly ask J.A.R.V.I.S. to search online.
    Pinned J.A.R.V.I.S. Reports
    AI-created charts saved for your login