Case Investigator AI Agent

Investigate Every Case at Full Speed

Stop relying on manual review. The Case Investigation Agent reconstructs transaction trails, surfaces risk patterns and generates audit-ready reports in minutes.
Coverage

Multi-Dimensional Case Analysis

Most investigations only capture one perspective. Our agent runs dual-view analysis simultaneously, giving a complete picture of every case.

  • Victim perspective: Impact assessment, victimization sequence and loss quantification
  • Fraudster perspective: Full activity trace, fund movement map and network linkage

All is​ backed by an integrated knowledge base consolidating internal indicators, rules, models, and historical cases.

Consistency

Eliminate the Experience Gap & Standardize Report

Manual investigation quality varies by investigator. The agent applies the same domain-expert reasoning to every case, at every branch, every time.

  • LLM is trained on our sole proprietary anti-fraud knowledge base
  • Standardized, repeatable outputs that pass regulatory review
  • Full audit trail capturing every data source, method and reasoning step

‍

Speed

From Case Input to Report in Minutes

What used to take days of manual querying now completes automatically. The agent handles data gathering, multi-dimensional analysis and report writing end to end.

  • Automatically matches and pulls all related transaction records
  • Runs risk analysis across transactions, locations, devices and accounts simultaneously
  • Generates a structured, configurable case report ready for review or regulatory submission

How the Case Investigation Agent Actually Works?

1

Data Inputs

Extracts customer ID, card number and mobile number from case records

2

Transaction Correlation

Matches all related transaction records based on extracted identifiers

3

Multi-Dimensional Analysis

Runs risk analysis across transactions, location, device and account data

4

Risk Scanning

Aggregates findings into a comprehensive, integrated risk overview

5

Case Reconstruction

Restores the full activity footprint across both victim and suspect perspectives

6

Timeline Visualization

Organizes event into offense phases in chronological order

7

Report Generation

Produces a structured audit-ready case report configured to your template

Analysis Modules

Transaction Risk
Analyzes patterns, amounts and behavior in transactions
Location Risk
Flags geographic anomalies and unusual location patterns
Device Risk
Detects device spoofing, emulators and remote-control
Account Risk
Profiles account behavior, linkage and risk history

Proven At a Leading Bank in APAC

Deployed across 47 branches and 800 outlets
80
%+
Transaction Risk
3,000
+
Reports Auto-Generated
8.2
/10
User Satisfaction

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