AGT | Enterprise Data Modernization Case Study

Modernizing Enterprise Information Through Big Data

How AGT helped replace outdated information-management processes with a centralized Big Data foundation designed to improve reporting, visibility, and operational decision-making.

SOURCES ENTERPRISE DATA SPINE Reports Operational Data Business Information Legacy Data CENTRALIZATION
Client

Enterprise Organization

Mission

Enterprise Data Modernization & Information Visibility

Platform

Big Data & Business Intelligence Environment

Services

Data Management, ETL Development, Data Visualization, Reporting & Analytics

Overview

Information is only valuable when it can move, connect, and be understood.

Outdated information-management environments can make it difficult for organizations to access reliable data, produce consistent reports, and support timely business decisions.

The client was operating within a legacy framework that required greater effort and cost to maintain while limiting opportunities to take advantage of newer information-management capabilities.

AGT supported the organization in moving toward a more modern Big Data environment designed to centralize information, strengthen business intelligence, improve reporting visibility, and create a more manageable foundation for continued data modernization.

The Challenge

Fragmented information, rising effort

The organization faced project delays and cost pressures associated with outdated information-management standards and an aging technology framework.

The existing environment was becoming increasingly expensive to operate and maintain. At the same time, the organization wanted to take advantage of newer technologies that could strengthen business intelligence, improve data visibility, and provide a more effective foundation for enterprise reporting.

A structured approach was needed to address outdated practices, framework operating and maintenance costs, fragmented information and reporting, limited data-visualization capabilities, static report migration, report consolidation, ongoing framework improvements, and greater transparency throughout project delivery.

FRAGMENTED INFORMATION LANDSCAPE Static Reports Disconnected Data Legacy Framework Manual Reporting Limited Visibility Higher Operating Effort DATA MODERNIZATION ENTRY POINT
Incomplete connections between information sources Illustrative
ETL & Consolidation Bridge

Movement, transformation, consolidation

Left

Source Information

Reports, operational data, business information, and legacy data held across separate places.

Middle

ETL

ETL development supported data movement and integration across the environment.

Transform Consolidate
Right

Centralized Data

Information brought together to support centralized data-management capabilities.

MOVEMENT TRANSFORMATION CONSOLIDATION
The AGT Solution

Layers attached to the data spine

AGT proposed and supported a Big Data modernization approach focused on replacing outdated information-management practices with more centralized and efficient data capabilities.

01

Requirements

Supported requirements analysis to better understand information and reporting needs.

02

Static Report Migration

Helped transition static reporting into a more modern data environment.

03

Report Consolidation

Consolidated reporting to improve access to enterprise information.

04

Centralized Data Management

Supported centralized data-management capabilities across the environment.

05

ETL Development

Applied ETL development to support data movement and integration.

06

Data Visualization

Expanded data-visualization capabilities for clearer information presentation.

07

Business Intelligence

Applied business intelligence, data analytics, and software analytics expertise.

08

Framework Improvement

Supported framework enhancements designed to improve long-term usability, with process-enhancement consulting to support continued improvement.

Reporting & Visualization

Structured data becomes visible information

RAW STRUCTURED DATA
Reporting
ORGANIZED INFORMATION
Visualization Analytical Information Business Insight
Project Governance

Governance running alongside the work

Structured monitoring ran parallel to the modernization effort, keeping progress visible and documentation consistent throughout the project lifecycle.

Check

Established scheduled project spot checks to monitor progress during the project lifecycle.

Document

Promoted consistent transparency through reporting and documentation.

Review

Maintained progress visibility across the delivery timeline.

Improve

Provided process-enhancement consulting to support continued improvement.

Impact / End-State Architecture

One foundation, five downstream capabilities

CENTRALIZED ENTERPRISE DATA FOUNDATION DATA MANAGEMENT ETL & INTEGRATION REPORTING VISUALIZATION BUSINESS INTELLIGENCE CONTINUOUS FRAMEWORK AND PROCESS IMPROVEMENT

Reduced time required to complete information-management activities

Improved centralized data-management capabilities

Expanded enterprise data visualization

Strengthened ETL and data-integration capabilities

Improved transparency in reporting and documentation

More structured monitoring throughout the project lifecycle

Improved access to business intelligence and analytical information

Reduced dependence on outdated information-management practices

Stronger foundation for continued framework and process improvement

From fragmented, outdated information to a centralized enterprise data foundation.

Why AGT

AGT combines enterprise data management, business intelligence, analytics, reporting, and technology-modernization expertise to help organizations turn complex information environments into more structured and usable enterprise capabilities.

Our approach focuses on connecting data, reporting, integration, visibility, and continuous improvement, helping organizations modernize information management while creating a stronger foundation for informed business decisions.

  • Data Management
  • Business Intelligence
  • Analytics
  • Modernization

Turn Enterprise Data Into Usable Intelligence

AGT helps organizations modernize information environments, connect enterprise data, and improve reporting and analytical visibility.

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