Data is scattered across systems, formats, and locations. Our Data Analysis and Integration services help you understand your data landscape, map complex flows, and integrate disparate sources into unified platforms. From discovery through implementation, we simplify data complexity and enable seamless integration that supports analytics, reporting, and operational decision-making.
What We Do
Data Discovery & Assessment
Conduct comprehensive data discovery to understand your data landscape. We identify data sources, assess data quality, and document current state processes. We help you understand what data you have, where it lives, and how it’s currently used.
Data Mapping & Lineage
Map data flows across your organisation. We conduct detailed data mapping and lineage analysis to understand data sources, transformations, and dependencies. We document how data moves through systems and where it’s used—critical for integration, compliance, and impact analysis.
Data Profiling & Quality Analysis
Profile your data to understand quality, completeness, and consistency. We identify data issues, anomalies, and gaps. We assess data fitness for purpose and recommend quality improvements. We establish baselines for ongoing quality monitoring.
Integration Architecture & Design
Design scalable data integration architectures. We define integration patterns, data models, and transformation logic. We design solutions that consolidate data from multiple sources while maintaining data quality, security, and compliance.
Data Migration & Integration Implementation
Plan and execute data migrations and integrations. We manage data extraction, transformation, validation, and loading. We ensure data integrity throughout the migration process and minimise disruption to operations.
Requirements & Business Analysis
Work with stakeholders to define integration requirements and business rules. We translate business needs into technical specifications. We ensure integration solutions align with business objectives and support decision-making and operations.
Who We Are
Our Data Analysis and Integration team brings deep experience across banking and finance, energy and utilities, government and public sector, and corporate and retail environments. We combine technical expertise in data platforms, ETL tools, and integration patterns with business acumen and change management capability. We’ve led complex data integration programs, managed large-scale migrations, and delivered solutions that enable analytics, reporting, and operational decision-making.
Senior BA with 15+ years in data analysis, mapping, and integration programs. Francisco leads discovery, data profiling, requirements definition, and delivery of integration solutions across banking, energy, and government sectors. Expert in data lineage, ETL design, and migration management.
PhD economist with 15+ years in data science and analytics. Miguel brings expertise in data modelling, statistical analysis, and quality assessment. He supports data analysis and integration initiatives with advanced analytics and data science capabilities.
What We’ve Delivered
Banking & Financial Services
Led large-scale customer data integration and migration programs. Conducted comprehensive data profiling and lineage analysis across multiple legacy systems. Designed master data management (MDM) solutions and data quality frameworks. Managed integration of customer platforms during M&A transactions.
Energy & Utilities
Designed data integration architectures for asset management and operational systems. Conducted data profiling and lineage analysis across multiple legacy systems. Implemented data integration solutions to consolidate operational and financial data. Supported analytics and reporting platforms.
Government & Public Sector
Conducted data discovery and assessment across government agencies. Designed data integration solutions to consolidate data from multiple sources. Implemented data quality frameworks aligned with government data standards. Supported policy analysis and evidence-based decision-making platforms.
Corporate & Retail
Migrated customer and operational data to cloud platforms (Azure, AWS). Designed data integration solutions for analytics and reporting. Conducted data quality assessments and implemented quality frameworks. Supported business intelligence and analytics platforms.
Related Services
Data Management
Data strategy, governance, architecture, and quality frameworks that support integration initiatives.
Business Intelligence & Reporting
Metrics definition, reporting frameworks, and BI platform implementation built on integrated data.
Policy Analysis
Evidence-based policy analysis and research informed by integrated data and analytics.
Research
Custom research and analysis supported by integrated data and advanced analytics.
Commercial Management
Cost control, contract management, and commercial strategy informed by integrated data insights.
Project Management
End-to-end project delivery support for data analysis and integration initiatives.
Our Approach
- Discovery & Assessment – We conduct comprehensive data discovery to understand your data landscape. We identify data sources, assess quality and completeness, and document current state processes. We help you understand what data you have and how it’s currently used.
- Analysis & Design – We conduct detailed data mapping and lineage analysis. We profile data to assess quality and identify issues. We design integration architectures and data models that consolidate data while maintaining quality, security, and compliance.
- Implementation & Migration – We plan and execute data migrations and integrations. We manage data extraction, transformation, validation, and loading. We ensure data integrity throughout and minimise disruption to operations.
- Validation & Support – We validate integration outcomes and establish quality baselines. We provide training and ongoing support. We help you build capabilities to manage integrated data and maximise value realisation.
Why Choose FR2
- Cross-Sector Experience – We’ve delivered data analysis and integration solutions across banking, energy, government, and corporate sectors. We understand industry-specific data challenges, compliance requirements, and best practices.
- Technical & Business Expertise – Our team combines deep technical skills in data platforms, ETL tools, and integration patterns with business acumen. We translate technical complexity into business value and operational clarity.
- Comprehensive Approach – We support the full lifecycle from discovery through implementation to validation and support. We ensure integration solutions are scalable, maintainable, and deliver sustained value.
- Proven Track Record – We’ve successfully delivered large-scale data migrations, complex integrations, and data quality implementations. We bring proven methodologies and best practices to every engagement.
Get in Touch
Ready to understand your data landscape and integrate disparate sources? Contact our Data Analysis and Integration team to discuss how we can help you conduct data discovery, design integration architectures, and deliver solutions that support analytics, reporting, and operational decision-making.
Lead contacts: Francisco Diaz – Senior Business Analyst & Data Integration Specialist francisco.diaz@fr2.com.au
Miguel Lorca – Economist & Data Scientist miguel.lorca@fr2.com.au
More of the FR2 team
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