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Ezra
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AI-Powered Intelligence for Franchise Operations.

Ezra is the operational intelligence layer for multi-unit businesses — unifying loss prevention, scheduling, CRM retention and revenue intelligence into a single executive console.

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Executive Dashboard

Dogwood Franchise Group — 24 Locations

Today
7d
30d

Total Revenue

$847,230

+12.4%

Avg Ticket

$127.50

+3.2%

Labor Hours

34.8 hrs

-1.1%

Total Tips

$6,800

-2.3%

Revenue Trend — Last 7 Days

Active Alerts

Henderson — Abnormal Tip Percentage Alert (22%)
Scottsdale — Overtime Threshold Exceeded (12.3 hrs)
Tempe — Highest SRPH in Portfolio ($142/hr)
How it works

Watch the operational layer assemble itself.

  1. 01
    Ingest

    Every transaction, schedule, invoice and guest event.

    Native connectors stream raw operational signal from Zenoti, Square, and Stripe.

  2. 02
    Normalize

    One model across every brand, unit and shift.

    Each ticket connects to a cashier, a shift, a unit, and a brand. Same structure, every location.

  3. 03
    Detect

    Behavioral models surface what humans miss.

    Anomaly models flag unusual patterns in sales, labor, and cashier behavior before they become a problem.

  4. 04
    Act

    Decisions, routed to the right operator.

    Every detected anomaly is routed to the right operator with the context they need to take action.

ezra · build pipeline
1/4
§ POS Sources
Zenoti
Square
Stripe
Unified structure
ticket → cashier → shift → unit → brand
§ Detected anomalies
Cash to Credit Ratio
High
Idle Labor
Med
Abnormal Tip Percentage
Med
TPLH
Low
The platform

Four modules. One operating layer.

Each module ships independently and composes into a single executive view. Adopt what your operation needs first — extend at your own pace.

Module 01

Ezra Loss Prevention

Anomaly detection across cashier behavior, tips, and transaction patterns.

  • Abnormal cash to credit ratios flagged by location and shift
  • Tip percentage anomalies surfaced by register
  • High and low ticket service patterns tracked against franchise averages
Architecture

The operational layer between your POS and your decisions.

Ezra ingests every transaction, schedule, invoice and guest interaction — normalizes them — and routes anomalies to the right operator with the context they need to take action.

Sources
SquarePOS
ZenotiPOS
StripePOS
raw data streamed in
Ezra Layer
Operational intelligence engine
01
Normalize
02
Detect
03
Recommend
04
Act
Live anomaly detection
anomalies routed to operators
Anomalies routed to operators
High Cash to Credit Ratioflagged
Abnormal Tip Percentageflagged
Idle Laborflagged
TPLH Out of Rangeflagged
Overtime Threshold Exceededflagged
MOAT

Why Ezra.

01

Operator-built, not analyst-built.

Ezra was designed inside multi-unit operations — by people who run shifts, not dashboards. Every workflow assumes the noise of a real store.

02

Decisions, not dashboards.

We don't ship more charts. We surface the anomalies, labor gaps, and retention risks that need your attention, and route them to the right operator.

03

POS-native, vendor-neutral.

Direct integrations with Zenoti, Square, and Stripe, and an open layer above them so you're never locked to a single stack.

04

Quiet by design.

Ezra surfaces what matters and stays silent on the rest. No alert fatigue, no theatrical AI, no noise inside an already noisy operation.

Onboarding select operators · Q4

Run every unit like your best one.

Ezra deploys in 14 days across your existing POS. We'll surface your first recoverable dollar before you sign a contract.