Rider Fraud Analyzer

Rider Fraud Analyzer

Delivery riders have direct access to orders and payments, creating fraud opportunities that are difficult to detect remotely.

Real-time alerting: Flags suspicious deliveries as they occur
Daily rider scoring: Updates fraud risk scores for all active riders
Rider risk ranking with fraud probability scores
COD reconciliation showing cash collection vs. expected amounts

Fleet Fraud Alert

12 riders flagged • Real-time monitoring active

High Priority
High Risk Riders
12
COD Shortfall
$34KLast 30 days
GPS Violations
47
Fleet Fraud Rate
0.4%
Top Offenders
Rider #2847$8K est. loss
Rider #1923$5K est. loss
Rider #4102$4K est. loss
Agent Recommendations
Deactivate top 3GPS enhancementCOD audit

Built for fraud teams who protect every transaction

Delivery riders have direct access to orders and payments, creating fraud opportunities that are difficult to detect remotely.

Fraud Directors

Strategic oversight & escalation

Risk Analysts

Data-driven insights

Trust & Safety Leads

Investigation Managers

Deep, consistent analysis

From alert to action in minutes

The objective of this agent is to identify dishonest riders before they cause significant losses.

Step 1

The Trigger

You define when the agent should activate. When conditions are met, it starts working automatically.

  • Real-time alerting: Flags suspicious deliveries as they occur
  • Daily rider scoring: Updates fraud risk scores for all active riders
  • Pattern threshold: Triggers investigation when rider exceeds fraud probability
Step 2

360° View

The agent opens a tailored dashboard consolidating data from all your systems.

  • Rider risk ranking with fraud probability scores
  • COD reconciliation showing cash collection vs. expected amounts
  • GPS validation tracking delivery completion location accuracy
Step 3

Automated Analysis

The agent follows a structured analysis flow, combining checks with exploratory reasoning.

  • COD analysis: Compares cash collected to expected amounts by rider
  • GPS verification: Validates delivery completion locations against addresses
  • Excuse pattern mining: Identifies riders with unusual undelivered claim rates
Step 4

Actionable Output

After analysis, the agent creates a human-friendly report with everything your team needs.

  • Executive summary: Fleet-wide integrity metrics
  • High-risk riders: Ranked list with fraud evidence
  • COD discrepancies: Riders with cash collection issues
Step 5

Delivery

Reports are sent automatically via email or accessed directly in Veezoo.

Key benefits for fraud teams

Concrete, measurable value for your team from day one

Fraud Guard

Fleet-wide visibility

Monitor thousands of riders for fraud patterns automatically.

Key Benefit

Evidence-based action

Build investigation cases with GPS, timing, and payment data.

Lower Loss

COD protection

Detect cash theft before losses accumulate.

Up and runningin production in weeks

To deploy this Agent, you connect Veezoo to your existing Data Warehouse, typically containing data from:

Delivery data: Orders, timing, completion status, GPS
Rider data: Profiles, assignments, work patterns
Payment data: COD amounts, collection, reconciliation
Customer data: Feedback, complaints, refund requests
Delivery
COD
GPS
Excuse
Rider
Fraud

Ready to explore Rider Fraud Analyzer?

Fully customizable to your workflows, data sources, and business requirements.

Typical initial implementation in weeks, not months.