Legacy Modernization Platform

UNIFY
Data Normalization Hub

Translation and normalization layer across all transaction systems. Consistent customer/subscriber IDs, codes, and formats network-wide for seamless analytics, billing, and operations.

See Live Dashboard
99.2%
Data Quality Score
7
Legacy Systems Connected
<0.1%
Processing Failures
Real-time
Data Sync
Data Flow Monitor
Real-time Normalization
FORMAT TRANSLATION
COBOL → JSON 45.2K/hr
ISO 8583 → REST 32.8K/hr
Fixed-Width → XML 18.5K/hr

Meet Your AI Agents

Specialized AI agents automating data normalization and legacy system integration across your telecom infrastructure

Format Parser Agent
Schema Analyzer
Automatically detects and parses data formats from legacy systems including COBOL copybooks, fixed-width files, and proprietary protocols.
Translation Agent
Format Converter
Transforms data between legacy and modern formats while preserving data integrity and applying business rules for consistent output.
Validation Agent
Quality Enforcer
Applies configurable validation rules to ensure data quality, completeness, and consistency across all normalized outputs.
Correlation Agent
ID Resolver
Resolves and correlates customer/subscriber IDs across disparate systems to create unified golden records.
Deduplication Agent
Record Cleaner
Identifies and eliminates duplicate records using fuzzy matching algorithms while preserving the most accurate data.
Distribution Agent
Output Router
Routes normalized data to downstream systems including data lakes, billing platforms, analytics engines, and operational systems.

Live Normalization Dashboard

Real-time data flow tracking from legacy ingestion to modern output

Legacy Systems
Format Parsing
Translation
Validation
Correlation
Modern APIs
Quality Score
99.2%+0.3%
Active Rules
156
Records/Hour
847K+12%
Failed Records
0.08%-15%
Total Normalized
2.4B
Legacy Systems
7
Connected Source Systems
Billing Core (COBOL)
Mainframe
Active
Payment Gateway (ISO 8583)
Transaction Switch
Active
Subscriber Management
Fixed-Width Files
Syncing
Network OSS
Proprietary Protocol
Active
Format Translation Matrix
COBOL JSON 452K/hr Live
ISO 8583 REST API 328K/hr Live
Fixed-Width XML 185K/hr Batch
Proprietary ISO 20022 67K/hr Live
CSV/Excel Parquet 42K/hr Batch
Data Quality Status
Overall Quality 99.2%
Validation Pass Rate 98.7%
Top Rule Performance
Customer ID Format 99.8% Pass
Date Normalization 99.5% Pass
Currency Conversion 99.9% Pass
Data Quality Rules Performance
Rule Name Type Source Processed Pass Rate Status
Subscriber ID Normalization Conversion All Sources 2.4M 99.8% View
Phone Number Validation Validation Billing Core 1.8M 98.2% View
Transaction Code Mapping Enrichment Payment Gateway 956K 97.5% Review
Duplicate Detection Dedup Subscriber Mgmt 542K 99.1% View
Processing Volume (24h)
00:00
04:00
08:00
12:00
16:00
20:00
Peak Throughput: 1.2M records/hr

Who Uses UNIFY

Empowering teams across the organization with unified, quality data

Chief Operations Officer

Operations Leadership

  • Single source of truth across all operational systems
  • Real-time visibility into data quality metrics
  • Reduced operational failures from data inconsistencies
  • Faster time-to-insight for business decisions

CIO / CTO

Technology Leadership

  • Accelerated legacy modernization without disruption
  • Reduced integration complexity and tech debt
  • Cloud-ready data architecture enablement
  • API-first data distribution to modern apps

Chief Data Officer

Data Governance

  • Enterprise-wide data quality enforcement
  • Automated lineage and impact analysis
  • Master data management foundation
  • Regulatory compliance data preparation

Enterprise Architect

Architecture Team

  • Canonical data model implementation
  • Legacy system abstraction layer
  • Event-driven architecture enablement
  • Microservices data integration patterns

Analytics Lead

Business Intelligence

  • Analysis-ready normalized data sets
  • Consistent metrics across data sources
  • Reduced data preparation time by 80%
  • Real-time data availability for dashboards

Billing Manager

Revenue Assurance

  • Accurate subscriber billing data
  • Reduced billing disputes and leakage
  • Automated reconciliation with external processors
  • Audit-ready transaction records

Why UNIFY

See how UNIFY compares to traditional data integration approaches

Capability UNIFY ETL Tools Custom Scripts Manual Process
Real-time Processing Sub-second latency Batch windows Scheduled runs Not feasible
Legacy Format Support 50+ formats Limited connectors Custom coding Manual parsing
AI-Powered Validation ML anomaly detection Rule-based only Basic checks Manual review
ID Correlation Fuzzy matching AI Exact match only Custom logic Manual lookup
Scale (Records/Hour) Millions Hundreds of thousands Varies widely Thousands
Data Lineage Full auto-lineage Partial tracking Manual documentation No tracking
Time to Production Days Weeks Months Ongoing

Platform Architecture

Enterprise-grade infrastructure for data normalization at scale

Legacy Source Systems
COBOL Core
ISO 8583
Fixed-Width
Proprietary
CSV/Excel
FTP/SFTP
Data Ingestion
Connectors
Real-time Streams
Batch Jobs
Data Security
AI Processing Engine
Format Parser
Translator
Validator
Correlator
Deduplicator
Modern Outputs
JSON/REST APIs
Data Lake
Analytics
Billing
Risk Systems
UNIFY 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.