Stir & Scale — Margin Integrity for Restaurants
Now accepting early-access applications

Revenue accuracy is the
infrastructure your operation
runs on.

The Margin Integrity Report connects to your point-of-sale on a read-only basis and surfaces accuracy gaps in your own transaction data. Every finding is dollar-quantified with a full calculation receipt — the accuracy standard serious operators maintain.

Apply for early access See what it's worth
Read-only by design Your own data only No guest PII stored
Margin Integrity Report
Illustrative
Recoverable — last 30 days
$9,947
7 days
$2,292
Yesterday
$267
Annualized
~$119K

Illustrative — representative output shape, not actual client results.

The Value Engine

See what's hiding in your own numbers.

Three beats: the accuracy gap, the report that surfaces it, and what recapturing it means for your next location. Adjust the slider to model the illustrative scale.

What your POS shows today
Total revenue by period
Void and comp log
Sales by channel
Price drift vs. closed orders
Void patterns or clustering
Comp vs. policy crosscheck
What's logged. Not what's costing you.
MIA Visibility
Item price drift -$412 surfaced
Void cluster pattern -$187 surfaced
Comp outside policy -$215 surfaced
Daypart anomaly -$98 surfaced
Every gap dollar-quantified.
Calculation receipts included.
01 The Problem

Accuracy gaps in your own POS records

Small discrepancies inside your own transaction records that compound invisibly month over month.

Item price drift -$412
Void cluster pattern -$187
Comp outside policy -$215
Daypart anomaly -$98
Modifier underperformance -$134
Est. monthly leakage -$1,046
02 The Report

Automated review, quantified in dollars

Your own transaction data, scanned and returned as one clear dollar figure — with calculation receipts for every finding.

Recoverable — 30 days
$2,400
Read-only Own data No guest PII stored
03 The Impact

Capital retained = path to your next location

Less leakage means more gross booking volume retained — and capital for the next store.

Annual margin recovered
$28,800
Toward your next location 8%

Based on $120k illustrative benchmark — not financial advice or a guarantee.

Illustrative — not actual client results. Numbers update with the estimator below.

Average monthly sales per location, all channels
$80,000
$10k$300k
Locations
1
Modeled monthly sales: $80,000
How we estimate this

We apply an illustrative recovery rate of 3% of total monthly sales, split proportionally across seven categories the Margin Integrity Report examines. This shows scale and shape — it is not a prediction. Every operation is different, and we only work from your own point-of-sale data.

Margin Integrity Report
Illustrative
Est. annual margin to recover
$28,800
About $2,400 every month it goes unaddressed.
Where it could come from · per year
Revenue accuracy
$2,680
Throughput
$2,390
Kitchen pacing
$2,290
Comp program
$1,860
Channel economics
$1,760
Modifier yield
$1,710
Long-wait voids
$1,700

Illustrative estimate at 3% of total monthly sales, distributed proportionally across seven categories — not a prediction or an actual client result.

The report

Seven places margin quietly slips — all from your own data.

Each finding is a dollar amount, a plain next step, and the receipts behind the math. Built entirely on your own POS records — figures you can take straight to your team and internal review.

Category 1/7
Revenue accuracy $1,847

Refunds, cancellations, and promotional discounts don't always land in your books the way they actually happened. We surface the gaps in your own records — so your close is clean.

Category 2/7
Channel economics $1,217

What your point-of-sale shows net by channel, side by side — so every routing and promotion decision is an informed one.

Category 3/7
Kitchen pacing $1,584

The exact windows your kitchen hits its ceiling — and what the slowdown costs in orders that walk.

Category 4/7
Long-wait void recovery $1,176

Orders that opened, sat, and died before they were made — surfaced with the pattern behind them.

Category 5/7
Comp program insight $1,287

Where comp activity diverges from your own policy — including same-server-as-approver patterns — surfaced for your review.

Category 6/7
Throughput recovery $1,654

The specific items that quietly slow the whole line and correlate with abandoned orders.

Category 7/7
Modifier yield $1,182

High-margin add-ons your guests want but rarely see — and the lift from putting them up front.

All figures shown are illustrative — representative of the report's output, not actual client results.

How it works

Three steps. Your own data. A confidential report.

01

You connect your point-of-sale

You authorize a secure, read-only connection to your own point-of-sale system. The connection can look — never touch. Your registers, menu, and settings are never altered.

02

We review your own order data

The engine scans your own transaction records, identifies accuracy gaps across seven categories, and converts each finding into a dollar amount backed by a calculation receipt. Guest identifiers are dropped on ingestion and never stored.

03

You receive the report

The confidential Margin Integrity Report is delivered to you — plain numbers, clear next steps, and calculation receipts sufficient for your internal management review. Confidential between Stir & Scale and your operation.

Trust & data stewardship

Built to earn trust in the architecture.

Read-only, always

The connection can look, never touch. Your registers, settings, and menu are never altered by us.

Your guests stay private

Guest identifiers — names, phone numbers on delivery or takeout orders — are dropped on ingestion and never stored. We don't keep them, and we never want them.

Calculation receipts for every finding

Data Accuracy Verified

Every dollar figure in the report comes with a full calculation receipt — the method, the data slice, the math — sufficient for your internal reporting standards.

Confidential to the operator

The report is yours. It is confidential between Stir & Scale and your operation — never shared, never aggregated against you.

The founder

Why Stir & Scale exists.

$100M+
portfolio managed
60+
restaurant brands
20%+
year-over-year growth

From the founder's prior career — illustrative of experience, not Stir & Scale client results.

Stir & Scale is founder-led by someone who spent seven years inside third-party delivery — managing a portfolio north of $100M across 60+ restaurant brands and growing it more than 20% year over year. One account at a time. By hand.

"I watched great restaurants lose real money to problems no one was surfacing for them. Stir & Scale gives every operator the level of insight that used to be reserved for the biggest names."

— Mike Maurizio, Founder
Early Access

Apply for the founding cohort.

Stir & Scale onboards a limited number of operators per round. Each application is reviewed personally for fit, prioritized by delivery volume and location footprint. If there's a match, we reach out directly.

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