Multi-Sided Fraud Detector

Multi-Sided Fraud Detector

Food delivery platforms operate three-sided marketplaces where fraud can originate from vendors, riders, or customers—often in collusion.

Real-time scoring: Every order assessed for cross-party fraud signals
Daily batch analysis: Deep pattern mining across parties
Fraud network graph visualizing connections between suspicious actors
Party-level fraud metrics showing vendor, rider, and customer fraud rates

Fraud Intelligence Center

Cross-party analysis • 3 collusion rings detected

Active
Vendor Fraud
8 cases
Rider Fraud
12 cases
Customer Fraud
47 cases
Collusion Rings
3
Cross-Party Schemes
Rider-CustomerRefund split
Vendor-RiderFake delivery
Multi-partyOrder farming
Investigation Priority
Ring #1: $24KRing #2: $18KRing #3: $12K

Built for fraud teams who protect every transaction

Food delivery platforms operate three-sided marketplaces where fraud can originate from vendors, riders, or customers—often in collusion.

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 detect organized fraud schemes operating across marketplace parties.

Step 1

The Trigger

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

  • Real-time scoring: Every order assessed for cross-party fraud signals
  • Daily batch analysis: Deep pattern mining across parties
  • Ring detection alert: Triggers when connected suspicious actors exceed threshold
Step 2

360° View

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

  • Fraud network graph visualizing connections between suspicious actors
  • Party-level fraud metrics showing vendor, rider, and customer fraud rates
  • Collusion pattern alerts identifying cross-party schemes
Step 3

Automated Analysis

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

  • Entity linking: Connects accounts through shared devices, addresses, payment methods
  • Graph analysis: Maps relationships between suspicious actors across parties
  • Collusion detection: Identifies vendor-customer, rider-customer, and three-way schemes
Step 4

Actionable Output

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

  • Executive summary: Platform-wide fraud assessment with key metrics
  • Active fraud rings: Connected schemes with all linked parties
  • Party breakdown: Fraud trends by vendors, riders, and customers
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

Cross-party visibility

See fraud that spans vendors, riders, and customers in one view.

Early Warning

Ring detection

Identify organized fraud networks, not just individual bad actors.

Fast Action

Faster investigation

Pre-connected evidence packages accelerate case resolution.

Up and runningin production in weeks

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

Order data: Transactions, items, values, timestamps
Party data: Vendor, rider, and customer profiles
Device data: Fingerprints, IP addresses, login patterns
Payment data: Methods, patterns, chargeback history
Vendor
Rider
Customer
Pattern
Order
Fraud

Ready to explore Multi-Sided Fraud Detector?

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

Typical initial implementation in weeks, not months.