Proglint — Enterprise AI for Real-World Operations
Solution // Quality & Compliance

Quality & SOP Compliance

Continuous verification of hygiene SOPs, sanitization protocols, and equipment maintenance routines — across QSR, retail, and manufacturing floors.

Turns hygiene and process SOPs from a periodically-audited checklist into a continuously monitored signal, applicable anywhere a standard operating procedure needs to be verified rather than assumed.

The Problem

SOP compliance — handwash protocol, sanitization, equipment maintenance — is typically checked on a fixed audit cadence, leaving the time between audits unobserved.

The Operational Challenge

Periodic audits sample a small fraction of shifts, and self-reported compliance logs are difficult to independently verify after the fact.

Approach

How Proglint Works

  1. 01

    Cameras positioned at handwash stations, prep areas, and maintenance points continuously monitor for required SOP steps.

  2. 02

    AI verifies mandatory protocols (e.g. handwash duration, vessel cleaning, drain cleaning) and flags skipped or incomplete steps.

  3. 03

    Environmental conditions — dustbin overflow, un-mopped floors, open covers — are flagged as they occur.

Included

Core AI Capabilities

Handwash SOP Verification
Vessel & Equipment Cleaning Audit
Environmental Hazard Detection
Digital Audit Trail Generation

End to End

Workflow

01

Monitor SOP Point

Camera coverage at each point a mandatory protocol step should occur.

02

Verify Compliance

AI confirms the required step was completed to the defined standard.

03

Log or Flag

Compliant steps are logged automatically; skipped steps trigger an alert.

Outcome

Business Impact

Converts SOP compliance from a scheduled audit into a continuous record
Produces a digital audit trail without added manual logging
Surfaces environmental hazards as they occur, not on the next walk-through

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.

Cost of Manual Monitoring

"We already have cameras — why isn't that enough?"

Camera coverage and operational visibility are not the same thing. Footage that is recorded but never analyzed is a passive archive, not a monitoring system — it only becomes useful after an incident is already reported through some other channel, and by then the operational moment has passed. The gap enterprises pay for isn't a lack of cameras; it's the absence of continuous analysis on the cameras already installed.

  • Footage shifts from passive, after-the-fact evidence to a continuously analyzed signal.
  • Coverage that once required a manual review request becomes visible as it happens.
  • Existing camera infrastructure is read in real time instead of archived and overwritten.

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

Fixed-Point SOP Monitoring Digital Audit Trail Logging Environmental Hazard Detection

Explore Further

Where This Solution Applies

ZERO OBLIGATION ENTERPRISE AUDIT

DISCUSS YOUR QUALITY & SOP COMPLIANCE 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