Drishti

Retail & Customer Experience

Queue Monitoring

Measure queue length and wait-risk signals for checkout, counters, branches, and service desks.

Retail operationsQSRBank branches

Business problem

Long wait times impact customer satisfaction, service quality, and revenue opportunities.

Drishti solution

Measure queue lengths and notify managers before service levels decline.

Library benefits

  • Faster service
  • Improved customer experience
  • Better staffing decisions

Sample scenarios

  • Checkout queue escalation
  • Branch teller queue review
  • Hotel front desk wait-time 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

Queue length threshold
Service desk unattended
Peak queue duration

Teams that use this workflow

Retail operations
QSR
Bank branches

Operational outcomes

Better staffing response
Improved guest experience
Location benchmarking

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.

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