Services - DATA4REST

Analytics Packages

5 Core Revenue Analytics + 1 Advanced Analytics

📊 Menu Engineering

Shows which menu items make the most money and are most popular, so you know what to promote and what to fix or remove.

Uses your restaurant's own data distribution (percentiles)
Automatically integrates sales/cost/order data across different schemas
Provides specific recommendations (e.g., "Ribeye Steak is a Star but only promoted 3%—15% revenue opportunity")

Reports Required: POS Sales Report (Menu Cost Report optional for enhanced insights)

💰 Cost Optimization

Finds where you're spending too much on ingredients and suggests how to price items to make more profit. Includes optional waste analysis when waste data is available.

What does our Cost Optimization program offer that software can't provide?

Our Cost Optimization uses your restaurant's own data distribution (percentile-based thresholds) rather than generic industry benchmarks. This means recommendations are tailored specifically to your operation—identifying cost-saving opportunities that generic software would miss. We analyze your unique cost patterns, popularity trends, and pricing efficiency to provide actionable insights that reflect your actual business performance.

Identifies high-cost items and suggests pricing adjustments
Analyzes menu cost percentages by item and category
Uses your restaurant's own data distribution for accurate thresholds
Waste tracking integration (when available)

Reports Required: Menu Cost Report (Waste Tracking Report optional for waste component)

💸 Discount Loss Detector

Shows how much money you're losing from discounts and comps, and identifies which items or managers are giving away too much.

Tracks discount and comp usage by item, server, and day
Identifies patterns of overuse
Provides recommendations for discount policies and limits

Reports Required: POS Sales Report

⏰ Time-Based Behavioral Analysis

Analyzes time patterns in restaurant operations: table duration, course timing, turn optimization, daypart performance, and labor efficiency to maximize revenue and operational efficiency.

Table turn optimization insights
Daypart performance analysis
Labor efficiency by daypart (when labor data is provided)
Course timing recommendations
Revenue per table hour metrics

Reports Required: POS Sales Report (Labor/Payroll Report optional for labor efficiency analysis)

ADVANCED ANALYTICS

💼 Financial Health Dashboard

Comprehensive financial overview providing P&L Summary, Economic Health Score (0-100), and Risk Assessment. Combines data from all other packages to give you a complete picture of your restaurant's financial health.

Complete P&L Summary with all revenue, costs, and losses
Economic Health Score (0-100) based on profitability, cost efficiency, and loss control
Risk Assessment identifying critical, high, and medium risks
Aggregates insights from all analytics packages

Reports Required: POS Sales Report + Menu Cost Report (Labor and Waste optional for enhanced insights)

📈 Historical Trend Analysis & Forecasting

Tracks how your numbers change over time and predicts what might happen next, so you can plan ahead.

8 core revenue and profitability metrics tracked over time
Trend identification and forecasting
Period-over-period comparisons
Strategic planning insights

Reports Required: Any report type that enables analytics packages (POS Sales, Order Summary, or Menu Cost) from 4+ distinct time periods (minimum 4, recommended 6+ for optimal accuracy). You can use just one report type (e.g., only POS Sales reports from 4+ weeks, or only Menu Cost reports from 4+ weeks) or mix multiple report types. Note: Labor/Payroll and Waste Tracking reports alone cannot run any analytics packages, so they cannot be used alone for Historical Trend Analysis.

The system validates data quality and automatically detects period types (weekly, monthly, quarterly). Consistent period types provide the most accurate trends and forecasts.

Which Reports Unlock Which Analyses?

Our system automatically identifies your reports by analyzing their content—filenames don't matter.

Upload the reports you have, and we'll show you which analytics packages are available.

Report Type	Menu Engineering	Cost Optimization	Time-Based Behavioral	Discount Loss Detector	Financial Health	Historical Trend
POS Sales	✅ Required	⚠️ Optional	✅ Required	✅ Required	✅ Required	✅ Works with
Order Summary	❌ Not Used	❌ Not Used	✅ Works with	⚠️ Optional	❌ Not Used	✅ Works with
Menu Cost	⚠️ Optional	✅ Required	❌ Not Used	❌ Not Used	✅ Required	✅ Works with
Labor/Payroll	❌ Not Used	❌ Not Used	❌ Not Used	❌ Not Used	⚠️ Optional	⚠️ Optional*
Waste Tracking	❌ Not Used	⚠️ Optional	❌ Not Used	❌ Not Used	⚠️ Optional	⚠️ Optional*

✅ Required/Works with: Package needs this report or works with it

⚠️ Optional: Enhances insights when included

❌ Not Used: Package doesn't use this report

Note: Historical Trend Analysis requires 4+ distinct time periods (minimum 4, recommended 6+ for optimal accuracy). The system automatically validates data quality and detects period types.

*Labor/Payroll and Waste Tracking: These reports cannot be used alone for Historical Trend Analysis because they don't enable any analytics packages to run. They can only contribute to Historical Trend Analysis when combined with reports that enable packages (POS Sales, Order Summary, or Menu Cost).

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