Revenue Assurance Platform

SHIELD
Leakage Detection

CDR-based revenue reconciliation and AI-powered leakage detection across voice, data, and VAS services. Real-time billing accuracy verification to protect revenue streams.

See Live Dashboard
₱43M+
Revenue Protected/Year
99.7%
Leakage Detection Rate
87%
Recovery Rate
Real-time
CDR Monitoring
Revenue Monitor
Leakage Detection
LIVE LEAKAGE ALERTS
Unbilled Calls ₱12.5K
Rating Errors ₱8.2K
Recovered Today ₱156K

Meet Your AI Agents

Specialized AI agents automating revenue assurance and leakage detection across your telecom infrastructure

CDR Parser Agent
Record Analyzer
Ingests and parses CDR records from network switches, mediation devices, and billing systems in real-time for comprehensive analysis.
Billing Matcher Agent
Reconciliation Engine
Compares CDR records against billing system records to identify discrepancies, unbilled transactions, and rating errors.
Leakage Detector Agent
Anomaly Finder
AI-powered detection of billing discrepancies, revenue leakage patterns, and anomalies using machine learning algorithms.
Revenue Classifier Agent
Category Analyzer
Classifies leakage by type, severity, and impact. Prioritizes high-value cases for immediate investigation and recovery.
Recovery Agent
Resolution Tracker
Tracks recovery actions, outcomes, and financial impact. Automates workflow for billing adjustments and credit memos.
Alert Agent
Notification Engine
Real-time alerts for critical leakage events. Escalates high-impact cases to revenue assurance and finance teams.

Live Revenue Assurance Dashboard

Real-time CDR reconciliation and leakage detection across all revenue streams

Network CDRs
CDR Processing
Billing Comparison
Anomaly Detection
Recovery Actions
Revenue Protected
Total Leakage
₱2.4M+5.2%
Recovered
₱2.1M+12%
Leakage Cases
1,247
Recovery Rate
87%+3%
CDRs Processed
45.2M
Avg Detection Time
4.2min
Leakage by Type
Unbilled Calls
CDRs not in billing system
₱847K
Rating Errors
Incorrect tariff application
₱625K
Interconnect Mismatch
Partner billing discrepancies
₱512K
VAS Charging Failures
Unbilled value-added services
₱416K
Leakage by Channel
Voice (Postpaid) ₱782K
Voice (Prepaid) ₱645K
Mobile Data ₱523K
SMS/MMS ₱287K
Roaming ₱112K
Value-Added Services ₱51K
Recovery Status
Fully Recovered ₱1.2M (50%)
In Progress ₱896K (37%)
Write-off ₱304K (13%)
Avg Recovery Time 12.5 days
Success Rate 87%
CDR Processing & Leakage Detection (Last 7 Days)
Mon
Tue
Wed
Thu
Fri
Sat
Sun
Avg CDRs/Day: 6.5M
Leakage Detected: ₱342K/day

Who Uses SHIELD

Empowering stakeholders across finance, operations, and assurance teams

CFO / Finance Director

Financial Leadership

  • Real-time revenue leakage visibility and alerts
  • Automated recovery tracking and financial impact
  • Reduced revenue loss by 3-5% annually
  • Audit-ready reconciliation reports

Revenue Assurance Manager

Assurance Team

  • AI-powered anomaly detection and classification
  • Automated CDR-to-billing reconciliation
  • Prioritized case workflow by impact
  • 95% reduction in manual reconciliation time

Billing Operations Manager

Billing Team

  • Early detection of billing system failures
  • Automated rating error identification
  • Reduced customer billing disputes
  • Proactive tariff accuracy validation

Network Operations Manager

Network Team

  • CDR mediation quality monitoring
  • Interconnect partner reconciliation
  • Call data record completeness validation
  • Real-time switch and mediation health

Finance Controller

Accounting & Control

  • Automated variance analysis and reporting
  • Month-end reconciliation acceleration
  • Revenue recognition accuracy improvement
  • SOX compliance documentation

Internal Audit

Compliance & Risk

  • Complete audit trail and data lineage
  • Control effectiveness monitoring
  • Regulatory compliance reporting
  • Revenue leakage risk assessment

Why SHIELD

See how SHIELD compares to traditional revenue assurance approaches

Capability SHIELD Manual Audits Basic Rules Engine Spreadsheets
Real-time Detection Sub-minute alerts Monthly/Quarterly Daily batches Not feasible
AI-Powered Anomaly Detection ML pattern recognition Manual review Static rules only No automation
CDR Coverage 100% of records Sample-based (5-10%) 100% of records Samples only
Automated Recovery Tracking Full workflow automation Manual tracking Basic alerts Manual spreadsheets
Leakage Classification AI categorization Manual coding Pre-defined types Ad-hoc labels
Scale (CDRs/Day) Millions Thousands Hundreds of thousands Thousands
Time to Value Days Months Weeks Weeks

Platform Architecture

Enterprise-grade infrastructure for revenue assurance at scale

Data Sources
Network Switches
Mediation
Billing System
Interconnect
Data Ingestion
CDR Parser
Real-time Streams
Data Lake
AI Processing Engine
Reconciliation
Anomaly Detection
Classification
Recovery
Outputs & Actions
Dashboards
Alerts
Reports
Workflow

Live Analytics

Real-time revenue assurance metrics and leakage analysis

Total Leakage (PHP)
—
Recovered (PHP)
—
Leakage Cases
—
Recovery Rate %
—
Avg Leakage/Case
—
Total Recon Runs
—
Avg Match Rate %
—
Total Variance (PHP)
—
Leakage by Type
Leakage by Status
Leakage Amount by Type (PHP)
Leakage by Channel
Match Rate by System Pair
Leakage by Source
Recovery Trend
Leakage by Transaction Source
Revenue Leakage Cases
Transaction ID Leakage Type Merchant Expected (PHP) Difference (PHP) Status
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AI Deep Analysis — Revenue Assurance
AI is analyzing revenue assurance data...
SHIELD Platform Demo
AI
AI Analyst

Welcome to the SCIKIQ AI Analyst. I can help you with:

  • Revenue assurance & CDR reconciliation
  • Fraud detection & SIM box prevention
  • Churn prediction & customer insights
  • Network analytics & QoS optimization
  • Executive-level briefings

Ask me anything about your telecom data platform.