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Data &
Analytics

Turn complex healthcare data into meaningful insight. We build the pipelines, platforms and analytics infrastructure that support clinical, operational and research decision-making.

What we handle
Data Migration & Transformation
Legacy to modern formats including FHIR R4
Data Warehousing & Lakehouses
Clinical and operational data at scale
Analytics & Reporting
Dashboards, BI and operational reporting
Custom Pipelines
Bespoke data engineering for unique requirements
Capabilities

The full data lifecycle, built for healthcare.

From raw source data through to production analytics and reporting, we manage every stage with healthcare compliance and data quality built in.

01

Legacy Data Migration

Migrate from legacy systems, proprietary databases and flat-file exports to modern, structured formats. Data cleansing, deduplication and validation included as standard.

MigrationETLCleansing
02

FHIR R4 Transformation

Transform HL7 v2, proprietary formats and relational data into FHIR R4-compliant resources. Enabling modern interoperability and data portability across your organisation.

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03

Data Warehousing

Design and build centralised data warehouses and lakehouses for clinical and operational data. Structured for analytics, reporting and machine learning use cases from the start.

WarehousingLakehouseCloud
04

Analytics & Dashboarding

Build operational and clinical dashboards that surface the right information at the right time. From executive reporting through to operational monitoring for clinical teams.

BIDashboardsReporting
05

Custom Data Pipelines

Design and build bespoke data pipelines for complex ingestion, transformation and delivery requirements. Scheduled, event-driven or real-time depending on your use case.

PipelinesReal-timeCustom Dev
06

Data Quality & Governance

Implement data quality frameworks, validation rules and governance processes that ensure clinical data is accurate, consistent and trustworthy across all downstream systems.

QualityGovernanceValidation
Use Cases

Real scenarios we solve.

From EMR replacements to research data platforms, these are the data challenges we work on across the healthcare ecosystem.

01

EMR replacement data migration

Extracting, transforming and loading patient data from a legacy EMR into a new system while maintaining data integrity and audit across the entire migration.

02

Population health reporting

Building a centralised analytics layer across multiple sites to support population health monitoring, clinical performance reporting and resource planning.

03

Research data infrastructure

Designing a data platform for a research organisation that normalises clinical data from multiple sources into a consistent, queryable format for analysis.

04

HealthTech product analytics

Building the data infrastructure and analytics layer for a health technology product, enabling the product team to understand usage, outcomes and performance in production.

How we work

A straightforward engagement from first conversation to live delivery.

We work in a way that gives you full visibility at every stage. No black boxes, no ambiguity about what is being built and why.

01

Discovery

We start by understanding your environment: your systems, your data, your workflows, and what you actually need to change. No assumptions, no templates applied before we listen.

02

Scoping & Design

We define the scope clearly, propose an approach and agree on what success looks like before any work begins. You know exactly what we are building and why before we start.

03

Build & Test

We build in iterations with regular check-ins. You see progress as it happens. Testing happens against your real data and systems, not in isolation from your environment.

04

Deliver & Support

We deliver with documentation, knowledge transfer and ongoing support options. When we hand over, your team can own and operate what we built without depending on us indefinitely.

Other Services

Explore what else we do.

Get started

Tell us about your data challenge.

We will tell you honestly whether and how we can help, and show you a practical approach in the first conversation.

contact@leniahealth.com