Logiciel implements ETL and ELT pipelines for hospitals, payers and health-tech companies. EHR, FHIR, HL7, claims, operational and financial data moved into your warehouse or lakehouse with HIPAA-aligned controls, testing and lineage. We work alongside data engineering, clinical informatics and compliance teams to deliver pipelines that engineers, clinicians and auditors can all defend.

Book an Intro Call Common Questions

7 solutions

Healthcare ETL/ELT solution areas

5 steps

Our healthcare ETL/ELT framework

3 models

Healthcare ETL/ELT engagement models

Why Logiciel

Why Healthcare ETL/ELT Projects Stall.

Why Logiciel · 01

EHR, claims and payer formats are inconsistent across vendors and versions.

Why Logiciel · 02

PHI handling, encryption and audit logging are not optional anywhere in the pipeline.

Why Logiciel · 03

Identity needs to be resolved before any downstream model is reliable.

Why Logiciel · 04

Schemas change with EHR upgrades and break downstream models.

Why Logiciel · 05

Pipelines built by individuals get stuck behind those individuals.

Why Logiciel · 06

Auditors keep asking questions that pipeline logs cannot answer.

What you get

What You Get When You Work With Logiciel on Healthcare ETL/ELT.

A pipeline framework with reusable patterns for FHIR, HL7, X12 and operational sources.

PHI handling, encryption and audit logging built into every pipeline.

Identity resolution upstream of downstream models, not the other way around.

Testing, lineage and observability for every pipeline.

A documented operating model that internal data teams can run.

A monitoring and on-call practice tied to clinical, financial and operational impact.

What we build

Healthcare ETL/ELT Solutions Built for Production.

We cover the ETL and ELT patterns that recur in healthcare.

FHIR and HL7 Ingestion

Ingestion patterns from FHIR APIs, HealthLake, HL7v2 interfaces and EHR integration platforms.

Claims and X12 Ingestion

Ingestion and normalisation for X12 claims, clearinghouse data and payer feeds.

EHR-Specific Pipelines

Pipelines for Epic, Cerner, Athenahealth and Veradigm extracts and APIs.

dbt and ELT Modelling

dbt models on Snowflake, Databricks, Redshift and BigQuery for clinical, operational and financial analytics.

Orchestration and Scheduling

Orchestration on Airflow, Dagster, Prefect, Step Functions and equivalent platforms.

Vendor ELT Tooling

Implementation of Fivetran, Airbyte, Hevo and similar platforms where they fit, with custom pipelines where they do not.

Testing, Lineage and Observability

Testing, lineage and observability across pipelines and dbt models, with PHI-aware logging.

Engagement

Engagement Models Designed for ETL / ELT Implementation Services for Healthcare Delivery.

Dedicated ETL/ELT Squad

A long-running team of data engineers and analytics engineers embedded in your data function.

Engagement

ETL/ELT Advisory and Staff Augmentation

Senior data engineers who reinforce your in-house team during specific build phases.

Engagement

Outcome-Based ETL/ELT Engagements

Fixed-scope engagements, for example a claims pipeline build, an Epic data pipeline or a dbt rollout for clinical analytics.

Engagement

Under the hood

Healthcare ETL/ELT Services We Deliver.

FHIR and HL7 Ingestion

What it meansIngestion patterns from FHIR APIs, HealthLake, HL7v2 interfaces and EHR integration platforms.

Claims and X12 Ingestion

What it meansIngestion and normalisation for X12 claims, clearinghouse data and payer feeds.

EHR-Specific Pipeline Implementation

What it meansPipelines for Epic, Cerner, Athenahealth and Veradigm extracts and APIs.

dbt and ELT Modelling for Healthcare

What it meansdbt models on Snowflake, Databricks, Redshift and BigQuery for clinical, operational and financial analytics.

Orchestration Implementation

What it meansOrchestration on Airflow, Dagster, Prefect, Step Functions and equivalent platforms.

Vendor ELT Tool Implementation

What it meansFivetran, Airbyte, Hevo and similar platforms, integrated with your data platform and governance.

Pipeline Testing and Lineage

What it meansTesting, lineage and observability across pipelines and dbt models with PHI-aware logging.

ETL/ELT Operations and Reliability

What it meansMonitoring, SLAs, on-call and incident response for healthcare pipelines.

Insights

ETL / ELT Implementation Services for Healthcare Insights & Frameworks.

Patterns from our delivery teams that have run through real healthcare deployments.

↳ Insights

Healthcare Pipeline Framework

A reference framework for FHIR, HL7, X12 and operational ingestion with identity resolution and PHI-aware logging.

↳ Insights

Healthcare dbt Modelling Pattern

A practical pattern for dbt modelling on clinical, claims and operational data, with reusable layers and tests.

↳ Insights

How we work

Our ETL / ELT Implementation Services for Healthcare Framework.

Discovery and Source Mapping

We map source systems, data flows, identifiers and use cases.

Pipeline Framework and Patterns

We design the pipeline framework, reusable patterns and identity resolution approach.

Build and Onboard

We build pipelines in code with testing, lineage and PHI-aware logging, then onboard the first data products.

SLA and Reliability Setup

We define SLAs per data product, set up monitoring and establish on-call.

Operate and Improve

We move into a steady-state operating model with on-call and a backlog of improvements.

Selected work

Tailored engineering for your industry.

Zeme · Real Estate Cut development costs 50% and launched 3× faster with dedicated dev teams.

Real Estate

Cut development costs 50% and launched 3× faster with dedicated dev teams.

Leap · Construction Scaled to 7-figure ARR with AI-augmented software teams.

Construction

Scaled to 7-figure ARR with AI-augmented software teams.

KW · Real Estate 56M+ workflows automated, saving agents 30% time with AI-powered tasks.

Real Estate

56M+ workflows automated, saving agents 30% time with AI-powered tasks.

Resources

Insights for tech leaders.

Whitepaper · PDF

Building AI-Ready Healthcare Data Infrastructure: The 90-Day Roadmap from Staging Bottleneck to Production

Whitepaper · PDF

Building AI-Ready Data Foundations in Healthcare

Whitepaper · PDF

How a Healthcare Provider Integrated LLMs into Clinical Workflows Safely

In their words

What our clients say.

Teams that needed to ship fast, and did. Here's what partnering with Logiciel felt like from the inside.

I would highly recommend them to anyone looking to scale quickly or needing support in engineering, product, or QA.

Patrick Fingles

CEO, Leap

We don't just call them Logiciel; they're part of the Zeme team. Within the first week they were contributing meaningfully to our codebase.

Elior Alayev

Founder & CEO, Zeme

The Logiciel team worked tirelessly and built everything we needed, with security and best practices across our entire platform. It allowed us to become #1 in our industry, and we couldn't have done it without them.

David Buzzelli

Co-Founder, JobProgress

Questions

Frequently asked questions.

What does ETL / ELT Implementation Services for Healthcare include?

We cover strategy, architecture, build, deployment and operations for ETL / ELT Implementation Services for Healthcare, aligned with your business priorities and operating constraints.

How long does ETL / ELT Implementation Services for Healthcare typically take?

Most engagements reach a working pilot within 4-8 weeks, while larger rollouts run across phased waves over several months.

Can Logiciel integrate ETL / ELT Implementation Services for Healthcare with our existing systems?

Yes. We integrate with cloud platforms, CRMs, ERPs, EHR, OT systems, analytics tools and other operational infrastructure depending on the use case.

Do you offer fixed-cost engagements for ETL / ELT Implementation Services for Healthcare?

Yes. We offer milestone-based pricing once scope, KPIs and delivery requirements are agreed.

Who owns the deliverables from a ETL / ELT Implementation Services for Healthcare engagement?

You retain ownership of all workflows, integrations, prompts, infrastructure, systems and implementation assets.

How do you handle governance and compliance for ETL / ELT Implementation Services for Healthcare?

We implement governance frameworks, observability, access controls, audit trails and compliance-aligned deployment practices.

How do you optimize cost for ETL / ELT Implementation Services for Healthcare?

We tune infrastructure, automate resource management, optimise deployment workflows and report operational cost back to teams and product lines.

Do you support ongoing operations after launch for ETL / ELT Implementation Services for Healthcare?

Yes. We run managed operations with SRE, observability, on-call and continuous improvement.

Let's build

Accelerate ETL / ELT Implementation Services for Healthcare.

Ready to deliver ETL / ELT Implementation Services for Healthcare on a schedule your business can plan around? Partner with Logiciel to design, build and operate ETL / ELT Implementation Services for Healthcare that engineering, security and business teams can all defend.

Plan your healthcare ETL/ELT pipelines

ETL / ELT Implementation Services for Healthcare.

See Logiciel in action.

Why Healthcare ETL/ELT Projects Stall.

EHR, claims and payer formats are inconsistent across vendors and versions.

PHI handling, encryption and audit logging are not optional anywhere in the pipeline.

Identity needs to be resolved before any downstream model is reliable.

Schemas change with EHR upgrades and break downstream models.

Pipelines built by individuals get stuck behind those individuals.

Auditors keep asking questions that pipeline logs cannot answer.

What You Get When You Work With Logiciel on Healthcare ETL/ELT.

Healthcare ETL/ELT Solutions Built for Production.

Engagement Models Designed for ETL / ELT Implementation Services for Healthcare Delivery.

Dedicated ETL/ELT Squad

ETL/ELT Advisory and Staff Augmentation

Outcome-Based ETL/ELT Engagements

Healthcare ETL/ELT Services We Deliver.

FHIR and HL7 Ingestion

Claims and X12 Ingestion

EHR-Specific Pipeline Implementation

dbt and ELT Modelling for Healthcare

Orchestration Implementation

Vendor ELT Tool Implementation

Pipeline Testing and Lineage

ETL/ELT Operations and Reliability

ETL / ELT Implementation Services for Healthcare Insights & Frameworks.

Healthcare Pipeline Framework

Healthcare dbt Modelling Pattern

Our ETL / ELT Implementation Services for Healthcare Framework.

Discovery and Source Mapping

Pipeline Framework and Patterns

Build and Onboard

SLA and Reliability Setup

Operate and Improve

Tailored engineering for your industry.

Cut development costs 50% and launched 3× faster with dedicated dev teams.

Scaled to 7-figure ARR with AI-augmented software teams.

56M+ workflows automated, saving agents 30% time with AI-powered tasks.

Insights for tech leaders.

Building AI-Ready Healthcare Data Infrastructure: The 90-Day Roadmap from Staging Bottleneck to Production

Building AI-Ready Data Foundations in Healthcare

How a Healthcare Provider Integrated LLMs into Clinical Workflows Safely

What our clients say.

Frequently asked questions.

Accelerate ETL / ELT Implementation Services for Healthcare.