Havells × Turrant.ai
← Back to Overview

Dealer Intelligence & Fraud Detection

Turn registration data into channel visibility

The Problem

Havells has 14,000+ dealers but limited visibility into their activity. Grey market products move across regions undetected. Counterfeit Havells products (especially fans, switches, wires) are common in smaller markets. Warranty fraud causes revenue leakage.

  • No insight into which dealers are actively selling vs. inactive
  • Products leak into grey market with no tracking
  • Counterfeits sold alongside genuine products, damaging brand
  • Warranty fraud (fake invoices, duplicate registrations) reduces margins
  • Can't identify regional patterns of fraud or grey market activity
The Solution

Even at 10-15% registration rate, pattern analysis across 14,000+ dealers reveals critical insights. Registration data becomes an intelligence layer.

  • Dealer engagement scoring: active vs. inactive dealers
  • Grey market and counterfeit detection via pattern analysis
  • Warranty fraud prevention with serial number verification
  • Regional market visibility and anomaly detection
  • Automated alerts for suspicious activity
Dealer Engagement Intelligence
Registration velocity per dealer is a proxy for sell-through. Dealers with zero registrations over 3 months are either inactive or selling competitors' products.
Geographic coverage gaps: Map registrations against known dealer locations. Gaps indicate where channel is weak or where competitors are winning.
Dealer engagement scoring: Rank dealers by registration volume + velocity. Identify top performers for expansion partnerships, and inactive dealers for channel cleanup.
Product category insight: Which dealers are driving registrations for premium products vs. commodity products? Guides incentive programs.
Grey Market Detection

Products Registered in Wrong Regions

  • Products registered in regions where they weren't dispatched (cross-region movement flag)
  • Example: 10 fans registered in Kerala from invoices dated 1 week apart, but no authorized dealers there
  • Indicates bulk shipment to grey market intermediary

Unauthorized Dealer Detection

  • Invoices from stores not in Havells' authorized dealer database
  • Registration system flags unknown store names automatically
  • Manual review reveals grey market chains operating under false names

Price Anomaly Detection

  • Analyze invoice prices from registrations against standard pricing
  • Heavy unauthorized discounting indicates price undercutting by grey market dealers
  • Triggers channel partner conversations to restore pricing discipline
Counterfeit Detection

AI-Powered Visual Authentication

  • Consumer photographs product → AI analyzes label quality, packaging, hologram, branding consistency
  • Flags potential counterfeits with high confidence
  • Especially effective for fans, switches, wires (high counterfeit volume)

Serial Number Verification

  • Registration attempts with serial numbers not in Havells' database are flagged
  • Cross-reference with known counterfeit serial number patterns
  • Geographic clustering reveals counterfeit production centers

Geographic Clustering

  • Multiple counterfeit flags from same region or dealer cluster indicate organized counterfeiting
  • Enables targeted enforcement and dealer conversations
  • Helps identify which market segments are most affected
Warranty Fraud Prevention

Duplicate Serial Detection

  • Same serial number registered multiple times (obvious fraud)
  • System blocks registration with alert to compliance team

Sequential Serial Patterns

  • Multiple sequential serial numbers from same dealer within short timeframe
  • Indicates bulk fake registrations using generated serial numbers
  • Automatic suspension of dealer's registration privileges pending investigation

Fake Invoice Detection

  • Invoice patterns from single dealer with suspiciously high volume of premium products
  • Compare invoice dates with known dealer billing systems
  • Cross-reference dealer tax records with claimed sales volume
Key Benefits
  • Channel visibility: Know which dealers are performing vs. inactive
  • Grey market control: Detect cross-region movement and unauthorized dealers
  • Counterfeit prevention: Identify fakes before they reach consumers
  • Warranty fraud reduction: Block fraudulent registrations at source
  • Brand protection: Maintain pricing discipline and distribution integrity
  • Enforcement support: Data evidence for channel partner conversations and legal action
  • Dealer incentives: Reward active dealers with data-driven ranking system
  • Regional insights: Identify geographic markets with specific challenges
← Back to Overview

Havells × Turrant.ai Registration Platform