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Subex Fraud Investigative Agent
Investigate Every Alarm. Reduce Fraud Runtime.
Subex Fraud Investigation Agent takes on the evidence-intensive work between fraud detection and action. It gathers relevant data, applies telecom fraud playbooks, explains its conclusions and recommends the next action, while keeping fraud specialists in control.
Move Faster from Detection to Action
Expand Investigation Coverage
Keep Specialists in Control
Overview
Fraud detection has advanced, but investigation capacity has not. As alarm volumes grow, analysts spend significant time gathering evidence across systems before assessing each case. Subex Fraud Investigation Agent bridges this gap by applying operator-defined playbooks, analysing evidence and producing explainable outcomes. It classifies cases as suspicious, non-fraud or inconclusive, while analysts confirm, override or escalate decisions.
Why Fraud Investigation Capacity Is Falling Behind?
Fraud Vectors Require Broader Expertise
Fraud spans multiple domains, making dedicated expertise for every threat difficult to scale
The Operational Cost of Delayed Fraud Investigation
Delayed investigations extend fraud runtime while growing case volumes strain limited specialist capacity
3 to 4 Hours Spent Preparing Cases
Analysts spend three to four hours gathering fragmented evidence before meaningful investigation begins
Alarm Volumes Can Outpace Available Capacity
Growing alarm queues can exceed fixed team capacity, leaving high-value threats unresolved
20 Minutes to Over 2 Hours per Investigation
Manual investigations can take 20 minutes to over two hours, limiting daily case coverage
Fraud Exposure Continues 24/7
Fraud continues beyond shifts and weekends, while delayed responses allow exposure to compound
Why Choose Subex Fraud Investigation Agent
Telecom-Domain Intelligence
Interprets evidence using telecom fraud context instead of rigid, predefined workflow instructions.
Operator-Defined Playbooks
Applies operator-defined procedures, policies, exceptions and local context consistently across all investigations.
Explainable Investigation Outcomes
Shows reviewed evidence, completed steps and reasoning, creating a defensible audit record.
Human-Supervised Decision-Making
Analysts confirm, override or escalate conclusions, with automation limited to approved scenarios.
Proactive Multi-Fraud Analysis
Checks subscriber, usage and transaction data for indicators beyond the original alarm.
Domain-Tuned Agents and Squads
Deploys focused agents for priority fraud scenarios, with coverage expanding over time.
No Rip-and-Replace
Works seamlessly alongside existing Subex Fraud Management deployments and established investigation processes.
Flexible and Governed Deployment
Supports cloud or on-premises deployment, governed access, PII tokenisation and a complete investigation trail.
Fraud Investigative Agent business Benefits
Reduce Fraud Runtime
Remove assignment and evidence-preparation delays so investigations can begin sooner and suspicious activity can be contained faster
Increase Investigation Coverage
Apply consistent investigation logic across configured alarms, including cases generated outside standard operating hours
Scale Without Linear Headcount Growth
Absorb increasing alarm volumes through parallel investigation capacity rather than building a separate specialist team for every fraud type
Improve Decision Consistency
Ensure that required playbook steps, checks and correlations are completed across every configured investigation
Protect Customer Experience
Support faster, better-evidenced decisions and reduce poorly supported actions against legitimate customers
Elevate Specialist Work
Move analysts away from repetitive data collection and routine case preparation towards complex judgement, emerging-fraud research and strategic risk reduction
Key Capabilities
Automated Alarm Pickup
Begins working as soon as an alarm or case becomes available, reducing dependency on manual case assignment.
Evidence Gathering
Retrieves relevant network, subscriber, usage, transaction, account, device and reference data through governed integrations.
Cross-System Correlation
Connects information across CDR/xDR, CRM, billing, BSS, OSS and other approved data sources.
Telecom Fraud Playbook Execution
Performs the required lookups, history checks, pattern analysis, exception handling and investigation steps defined by the operator.
Investigation Classification
Classifies the case as suspicious, non-fraud or inconclusive based on the available evidence. Uncertain cases are escalated rather than forced into a binary conclusion.
Explainable Case Reports
Packages the investigation outcome, supporting evidence, reasoning and relevant observations into a human-readable report.
Recommended Next Actions
Suggests the next step based on the investigation outcome, such as close, escalate, notify, bar a service or initiate an approved workflow.
Human Validation and Feedback
Allows analysts to confirm, override or escalate conclusions and provide feedback on the investigation outcome.
Proactive Multi-Fraud Sweep
Checks the same case evidence for indicators of related fraud scenarios and compound exposure.
Governed Workflow Integration
Connects approved outcomes and actions with fraud management, case management and other operational workflows.
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Frequently Asked Questions
What is Subex Fraud Investigation Agent?
Subex Fraud Investigation Agent is a telecom-focused AI agent that gathers evidence, applies fraud investigation playbooks, analyses the complete case and produces an explainable conclusion with a recommended next action.
Does the agent replace fraud analysts?
Does it replace the existing fraud management system?
What investigation outcomes can it provide?
Can operators use their existing investigation playbooks?
What data can the agent analyse?
How does the agent maintain human control?
Can it support multiple fraud types?
Can the agent identify fraud beyond the original alarm?
Does it support cloud and on-premises deployment?
Is the investigation process auditable?
Turn Growing Alarm Queues into Always-On Investigation Capacity
Investigate more alarms, begin casework sooner and give specialists the evidence and context required to act with confidence.