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Core Technology

Trust & Fraud Intelligence

An end-to-end fraud management and trust intelligence layer — synthetic-identity detection, behavioural biometrics, device intelligence, transaction monitoring and case management — purpose-built for BFSI and government disbursement.

01 Fraud Management Platform 02 Synthetic Identity & AML 03 Behavioural Biometrics 04 Transaction Monitoring 05 Workflow
Technology Core Technologies Trust & Fraud Intelligence
Technical Capabilities

AI-powered fraud management, risk scoring and financial crime prevention.

Trust & Fraud Intelligence — system architecture
Real-time Risk scoring
Continuous Auth signals
AML Integrated
Lower False positives

Fraud Management Platform

End-to-end fraud orchestration: rules engine, ML scoring, case management and watchlist screening in one unified platform.

Synthetic Identity & AML

Detect fabricated identities, mule accounts and AML-flagged patterns at onboarding and transaction time.

Behavioural Biometrics

Continuous authentication from keystroke dynamics, touch patterns and interaction signals — invisible to the user.

Transaction Monitoring

Real-time velocity analysis, pattern recognition and anomaly detection across payment and benefit channels.

Workflow Architecture

End-to-end processing pipeline

Governed, sequential execution stages powering this identity domain.

1
Signal Capture Production Ready
2
Risk Scoring Production Ready
3
Fraud Orchestration Production Ready
4
Alert & Case Production Ready
5
Investigation Production Ready
6
Feedback Loop Production Ready
trust-fraud-pipeline.log
[MANTRA ENGINE] Initialise trust-fraud pipeline… [OK]
[STAGE 1] Signal Capture [PASS]
[STAGE 2] Risk Scoring [PASS]
[STAGE 3] Fraud Orchestration [PASS]
[STAGE 4] Alert & Case [PASS]
[STAGE 5] Investigation [PASS]
[STAGE 6] Feedback Loop [PASS]
> pipeline.status() ALL_STAGES_GREEN
[DEPLOY] Service active and listening.
Production Applications

Real-world business use cases

How this technology delivers impact in government, fintech, and enterprise operations.

Account Takeover Defence

Stop ATO with behavioural and device signals.

Production

Onboarding Fraud

Block synthetic identities and mule accounts at signup.

Production

Transaction Monitoring

Real-time risk on payments and disbursement.

Production

AML & Watchlist

Regulatory screening integrated into onboarding.

Production
Technology Stack

Sub-capabilities & technical set (21)

The granular technical stack executing beneath this domain.

domain_manifest.json
{
  "domain_id": "trust-fraud",
  "group": "core technology",
  "techs_count": 21,
  "status": "PRODUCTION_READY"
}
Fraud Detection Fraud Management Platform Transaction Monitoring Velocity Analysis Behavioural Biometrics Device Intelligence Synthetic Identity Detection Mule Account Detection AML Screening Risk Scoring Fraud Orchestration Case Management Watchlist Screening Account Takeover Detection Identity Confidence Scoring Anomaly Detection Graph Analytics Pattern Recognition Fraud Prediction Alert Management Regulatory Reporting
Standards & Compliance

System standards reference

Industry certifications and regulatory frameworks validated for this technology domain.

FATF recommendations PCI-DSS fraud controls Behavioural signals Explainable risk
Related Neighbourhood

Explore adjacent domains

Discover related technology capabilities that complement this domain.

Core Technology Identity Intelligence
Core Technology AI & Machine Learning
Core Technology Data Intelligence

Apply Trust & Fraud Intelligence to Your Stack

Collaborate with Mantra's engineering and research teams to deploy these technical capabilities inside your identity solution.

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