Our integrated approach combines field intelligence, forensic verification, risk analytics, process audits and AI-enabled fraud detection to identify hidden risks before they become financial losses — helping institutions detect identity manipulation, income fabrication, document forgery, ghost businesses, staged assets, mule accounts and organized fraud syndicates.

Pre-Disbursal Risk Intelligence

Comprehensive screening at the point of acquisition — identifying risk before it ever reaches the books.

  • Application sampling and risk-screening
  • Loan application fraud analysis and AI-based fraud probability index
  • Synthetic identity detection
  • GST and ITR / income document anomaly analysis
  • Identity, address, employment and business verification
  • Dedupe preparations and seeding operations
  • Device-based digital risk scoring
  • Mystery shopping and field verification structuring
  • Pattern-based application seeding detection
  • Early fraud trigger detection

Why It Matters

Fraud is engineered, technology-enabled, structured and increasingly borderless. Manual verification alone cannot counter synthetic identities, digital manipulation and structured credit abuse. Our pre-disbursal layer combines field-tested investigative methods with AI-based scoring to catch risk at the earliest possible stage — before a rupee is disbursed.

Synthetic ID Detection

GST / ITR Anomaly Analysis

Device & IP Risk Scoring

AI Fraud Probability Index

Portfolio Risk Monitoring

Continuous surveillance of live portfolios — catching fraud early and protecting portfolio quality.

  • Portfolio monitoring and Early Warning Signal (EWS) activation and generation
  • Transaction fraud analytics for credit cards and loans
  • Behavioural spending pattern anomaly detection
  • Account takeover risk monitoring
  • Delinquency prediction
  • Fraud leakage audit in active portfolios
  • MIS preparation and critical analytical reporting
  • Fraud pattern recognition and structured fraud ecosystem detection
  • Investigation to fix responsibility and identify point of compromise

Why It Matters

Fraud doesn’t stop at disbursal — it evolves. Our post-disbursal layer applies AI-aligned predictive analytics and structured accountability investigation to detect emerging risk patterns across the portfolio, generate early warning signals, and produce decision-ready MIS reporting for risk and compliance leadership.

EWS Generation

Transaction Fraud Analytics

Account Takeover Monitoring

MIS & Analytical Reporting

Skip Tracing & Recovery Intelligence

Locating defaulters and absconding borrowers quickly — turning recovery into a structured, intelligence-led process.

  • AI-assisted location tracing
  • Contact graph analysis
  • Digital and physical traceability mapping
  • Defaulter profiling
  • Dues payable detection
  • Fastest recovery lead generation

Why It Matters

When a borrower goes off the grid, time is everything. Our skip tracing capability combines AI-assisted location intelligence with on-ground field networks to map a defaulter’s digital and physical footprint — generating actionable recovery leads at the fastest possible turnaround time.

Due-Diligence & De-Duplication (Due-Dupe)

Identifying hidden duplication and channel risk before it compounds across your portfolio.

  • Cross-application duplicate identity detection
  • Loan scoring risk identification
  • Mystery shopping intelligence for channel risk
  • Dealer, vendor and channel risk assessment
  • Portfolio audits and fraud vulnerability assessments

Why It Matters

Organized fraud rarely shows up as a single event — it shows up as patterns across applications, dealers and channels. Our due-diligence and de-duplication layer applies cross-application analytics and mystery shopping intelligence to surface hidden connections and channel-level vulnerabilities before they become systemic.

AI-Powered Training & Simulation Support

Building a fraud-aware risk culture across your organization through AI-generated scenarios and structured learning.

  • Fraud pattern simulation
  • AI-generated case scenarios
  • Decision-tree and predictive risk modules
  • Interactive quizzes and role-play case studies

Why It Matters

Technology and field intelligence are most effective when frontline and risk teams recognize fraud patterns in real time. Our AI-generated training modules and simulation scenarios help institutions build internal capability — turning every risk officer into a more effective first line of defense.

Credit Card Risk Management

All retail loan controls extended to credit card operations — across issuance, acquisition and the full transaction lifecycle.

  • Pre-issuance fraud detection
  • Merchant acquired business risk assessment and merchant training for fraud prevention
  • Lost or stolen card notification investigations
  • Charge-back investigation
  • POS misuse analytics
  • Synthetic spend pattern detection
  • Revolving portfolio fraud analytics

Why It Matters

Credit card portfolios face fraud at every touchpoint — from card issuance to merchant acquisition to revolving spend behaviour. Our credit card risk management framework extends our full pre- and post-disbursal capability to card operations, giving issuers a single, unified fraud defense layer.

Specialized Focus Areas

Depth Across Every Risk Discipline

Retail Loan Fraud Control
Credit Card Risk Management
Digital Lending Fraud Prevention
Portfolio Risk Monitoring
Skip Tracing for Defaulters
Dues Payable Detection
Mystery Shopping & Seeding Detection
Behavioural Credit Risk Profiling
Recovery Intelligence & Location Mapping
Fraud Pattern Simulation & AI Training
Tailored Engagements

Let’s Design a Fraud Control Framework for Your Institution

Every institution’s risk profile is different. Our team will work with you to scope a service combination aligned to your products, geography and portfolio stage.