Proglint — Enterprise AI for Real-World Operations
Solution // Operational Productivity

Store & Kitchen Operations

Drive-thru vehicle timers, order serving performance, hygiene SOP compliance, and specialized pizza quality grading.

Accelerate speed of service while guaranteeing food quality and hygiene standards across multi-unit QSR and retail store operations.

The Problem

Drive-thru and checkout bottlenecks cause customer drive-aways, while un-monitored prep stations produce inconsistent quality.

The Operational Challenge

Store and shift managers cannot inspect every order or monitor prep timers continuously during peak rushes.

Approach

How Proglint Works

  1. 01

    Drive-thru and checkout cameras track vehicle/customer entry, order window, and departure timers.

  2. 02

    The Pizza Analyzer inspects topping distribution, crust shape, size, and bake level before boxing (see Research Spotlight).

  3. 03

    AI verifies mandatory handwash SOPs, vessel cleaning, and un-mopped floor hazards.

Research Spotlight: The Pizza Analyzer: Quality Grading at Prep Speed

Included

Core AI Capabilities

Drive-Thru Vehicle Tracking
The Pizza Analyzer Quality Grading
Handwash SOP Verification
Order Serving Performance Timers

End to End

Workflow

01

Track Service Journey

Track vehicle or customer arrival and sync live timer with kitchen/POS screens.

02

Quality Check

Validate topping distribution, crust, and bake acceptability where applicable.

03

SOP Audit

Verify employee handwash protocol before food assembly.

Outcome

Business Impact

Breaks a single service-time average into the stage where delay actually originates
Grades food quality at prep speed, before boxing, not after a complaint
Makes hygiene SOP compliance a continuous signal instead of a scheduled check

ROI Framework

The Business Case

A qualitative framework for evaluating impact — no figures are invented; this is how to think about the case until deployment-specific numbers are measured.

Labor Reallocation

"Where does the time our team spends on spot-checks actually go?"

Manual audits and spot-checks are staff time spent watching for problems that may or may not be happening at that moment. Periodic sampling means most operational activity goes unobserved between walks. When continuous monitoring takes over the watching, that staff time can move toward service, merchandising, and responding to the alerts the system actually raises — work that requires judgment, not attention span.

  • Staff time shifts from scheduled spot-checks to responding to specific, verified events.
  • Supervisory attention concentrates on exceptions the system flags, not routine walks.
  • Audit cadence stops being limited by how many walks a shift can fit in.

Quality & Compliance Risk Reduction

"What happens on the floor between our scheduled audits?"

Manual inspection fatigue on high-speed lines and periodic SOP audits share the same structural weakness: both only observe a sample of what actually happens, and both are vulnerable to attention lapsing over a long shift. Continuous, criteria-consistent monitoring doesn't replace inspector judgment on ambiguous cases — it removes fatigue as the last line of defense against an obvious miss.

  • Every unit or process instance is checked against the same criteria, every time.
  • SOP compliance is observed continuously rather than sampled at audit intervals.
  • Inspection accuracy stops depending on where in a shift the check happens.

Under the Hood

Technology & Integrations

Advidia IP Camera Streams KDS Screen Sync Custom Quality Classifiers

Explore Further

Where This Solution Applies

Related Industries

Related Products

ZERO OBLIGATION ENTERPRISE AUDIT

DISCUSS YOUR STORE & KITCHEN OPERATIONS REQUIREMENTS

Schedule a customized demonstration with our enterprise AI engineering team. Discover how Proglint deploys across 2,500+ locations with zero camera teardowns.

Compatible with Existing Cameras 100% GDPR Anonymized Edge or Cloud GPU, Camera Agnostic