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Service

Data Transformation & Integration

Your data is everywhere. We bring it together.

What it is

Data typically lives in disconnected spreadsheets, legacy databases, third-party portals, and paper records. Sometimes it's trapped inside a system with no API, no documentation, and no vendor support: one that everyone works around because no one can get out of it. We handle both: building pipelines that extract, cleanse, and unify what you have, and reverse-engineering legacy systems holding data hostage. Either way, the end result is a dataset you can trust, with full lineage and a clear record of how it was built.

Who it is for

  • Mergers and acquisitions requiring rapid data consolidation
  • Organisations with multiple systems that do not talk to each other
  • Environments where 'the data is a mess' is the default assumption
  • Organisations running on AS/400, green-screen, or other undocumented legacy platforms
  • Teams preparing for regulatory reporting or actuarial analysis who need clean source data first
Deliverables

What you get

  • Data profiling and quality assessment across all source systems
  • Multi-stage cleansing pipelines with fuzzy-logic matching and deduplication
  • Unified data models that reconcile conflicting formats and encodings
  • Automated ETL/ELT workflows with error handling and monitoring
  • Full documentation of source-to-target mappings and business rules
  • Legacy system reverse engineering: full data-structure reconstruction from raw extracts, screen captures, and user interviews
  • Migration planning that balances risk, downtime, and business continuity
The outcome

How this transforms your business

You stop rebuilding datasets for every report and start trusting a governed pipeline that updates itself. If the problem was a legacy system, you move from working around it to owning a modern replacement your team understands and can maintain.

Related work

Case studies

Public Health / Emergency Response

National Vaccine Deployment & Registry

Built a national immunization registry from scratch during a code-red public health emergency, coordinating across multiple Caribbean jurisdictions and England with no existing infrastructure.

Data Transformation & Integration Analytics & Visualization Process & Workflow Design
Insurance / Health

Legacy Insurance Adjudication Rescue

Reverse-engineered a black-box AS/400 adjudication system with zero documentation, delivering full visibility, fraud detection, and auditable financial reporting where none had existed before.

Data Transformation & Integration Financial Reporting System Design Analytics & Visualization
Insurance / Actuarial

Multi-Line Actuarial Data Foundation

Built recurring data pipelines that normalized disconnected historical claims data across health, life, and P&C lines, enabling reliable pricing and regulatory filing.

Actuarial & Regulatory Reporting Data Transformation & Integration
Insurance / Reinsurance

Reinsurance Consolidation & Dashboard

Eliminated multi-day manual reporting by consolidating scattered policy records into a unified data model and real-time portfolio dashboard.

Financial Reporting System Design Data Transformation & Integration Analytics & Visualization

Tired of rebuilding the same dataset for every report?

Tell us where your data lives and where it needs to go. We build the pipeline that makes it reliable, repeatable, and ready.

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