FHIR and HL7 Ingestion
Ingestion patterns from FHIR APIs, HealthLake, HL7v2 interfaces and EHR integration platforms.
Build healthcare ETL and ELT pipelines that hold up to clinical, claims and audit scrutiny.
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.
Healthcare ETL has more constraints than most.
We give healthcare data teams pipelines they can run as production software.
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.
Dedicated ETL/ELT Squad
A long-running team of data engineers and analytics engineers embedded in your data function.
ETL/ELT Advisory and Staff Augmentation
Senior data engineers who reinforce your in-house team during specific build phases.
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.
Ingestion patterns from FHIR APIs, HealthLake, HL7v2 interfaces and EHR integration platforms.
Ingestion and normalisation for X12 claims, clearinghouse data and payer feeds.
Pipelines for Epic, Cerner, Athenahealth and Veradigm extracts and APIs.
dbt models on Snowflake, Databricks, Redshift and BigQuery for clinical, operational and financial analytics.
Orchestration on Airflow, Dagster, Prefect, Step Functions and equivalent platforms.
Fivetran, Airbyte, Hevo and similar platforms, integrated with your data platform and governance.
Testing, lineage and observability across pipelines and dbt models with PHI-aware logging.
Monitoring, SLAs, on-call and incident response for healthcare pipelines.
Patterns from our delivery teams that have run through real healthcare deployments.
Healthcare Pipeline Framework
A reference framework for FHIR, HL7, X12 and operational ingestion with identity resolution and PHI-aware logging.
Healthcare dbt Modelling Pattern
A practical pattern for dbt modelling on clinical, claims and operational data, with reusable layers and tests.
1. Discovery and Source Mapping
We map source systems, data flows, identifiers and use cases.
2. Pipeline Framework and Patterns
We design the pipeline framework, reusable patterns and identity resolution approach.
3. Build and Onboard
We build pipelines in code with testing, lineage and PHI-aware logging, then onboard the first data products.
4. SLA and Reliability Setup
We define SLAs per data product, set up monitoring and establish on-call.
5. Operate and Improve
We move into a steady-state operating model with on-call and a backlog of improvements.
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.
We cover strategy, architecture, build, deployment and operations for ETL / ELT Implementation Services for Healthcare, aligned with your business priorities and operating constraints.
Most engagements reach a working pilot within 4-8 weeks, while larger rollouts run across phased waves over several months.
Yes. We integrate with cloud platforms, CRMs, ERPs, EHR, OT systems, analytics tools and other operational infrastructure depending on the use case.
Yes. We offer milestone-based pricing once scope, KPIs and delivery requirements are agreed.
You retain ownership of all workflows, integrations, prompts, infrastructure, systems and implementation assets.
We implement governance frameworks, observability, access controls, audit trails and compliance-aligned deployment practices.
We tune infrastructure, automate resource management, optimise deployment workflows and report operational cost back to teams and product lines.
Yes. We run managed operations with SRE, observability, on-call and continuous improvement.