Drishti

Retail & Customer Experience

Store Cleanliness

Detect cleanliness exceptions and missed service cycles in public and customer-facing areas.

RetailRestaurantsFacilities

Business problem

Cleanliness issues impact customer perception and brand consistency, especially in distributed store networks.

Drishti solution

Identify cleanliness concerns and trigger inspection or task workflows.

Library benefits

  • Better customer satisfaction
  • Improved brand consistency
  • More reliable service cycles

Sample scenarios

  • Dining area cleanup overdue
  • Spill-prone zone review
  • Public restroom inspection trigger

Buyer context

Retail and QSR operators need store-level visibility into service execution, queue pressure, cleanliness, merchandising, and customer-impacting exceptions across distributed locations.

Signals Drishti can monitor

Cleanup overdue
Spill-risk condition
Dining area condition

Teams that use this workflow

Retail
Restaurants
Facilities

Operational outcomes

Cleaner locations
Faster tasking
Better audit readiness

Sample alerts

Queue threshold exceeded for configured duration
Service counter unattended during open hours
Cleanup cycle missed in customer-facing area
High dwell detected near promotional zone

Pilot and rollout plan

Pilot across a balanced sample of high-volume, average, and underperforming stores.
Align alert thresholds with existing operating standards and service targets.
Add executive reporting once store managers trust the event taxonomy.

KPIs to evaluate

Queue threshold minutes
Cleanup SLA adherence
Unattended counter duration
Store execution exception rate

Operating workflow

1

Configure service zones, queue thresholds, cleanup cycles, merchandising review areas, and escalation owners.

2

Route events to store, regional, or field teams based on site hours and severity.

3

Compare patterns by location, daypart, and workflow so leaders can coach stores with better evidence.

Sample case studies

These are illustrative GTM examples to help buyers understand deployment patterns. They are not customer claims, customer logos, or guaranteed outcomes.

Retail & QSR

QSR group monitors queue pressure and dining-area standards

A franchise operations team needs earlier signals when checkout queues build and public-area standards slip during peak periods.

Drishti workflow

  • Use existing counter and dining-area cameras across pilot stores.
  • Create queue and cleanup alerts tied to daypart-specific thresholds.
  • Generate weekly regional review summaries for store coaching.

Sample outcome

  • More timely staffing and cleanup interventions.
  • Clearer view of recurring peak-hour execution issues.
  • A stronger operating rhythm for field consultants.

Illustrative sample case study for GTM content, not a claimed customer result.

Governed review workflow

Drishti is designed to support event queues, reviewer decisions, notes, reports, and retention controls so teams can act without turning video into unmanaged data exhaust.

Back to use cases