What we do

The Invinite Advantage

How we're different

Technology & Data Mastery,
Healthcare-Domain Expertise,
Business-Driven Approach.

Data as Software
Every pipeline, transformation, and schema change lives in Git, has automated tests, and deploys through CI/CD. Breaking changes fail in staging, not in production. When an auditor asks what changed and when, you have an answer.
Lakehouse and hybrid cloud platforms
We build on Spark, Iceberg, and open-source orchestration — Delta Lake, Airflow, or Dagster depending on the stack. No proprietary wrappers that lock you into a single vendor.
Compliance by design
GDPR, EHDS, MDR — we design access controls, consent tracking, and audit logging into the data layer from day one. Not retrofitted from a checklist.

FHIR and OMOP in production
We map source data to OMOP CDM and build FHIR-compliant APIs — not as architecture diagrams, but as deployed pipelines connected to real systems.
Finnish health data infrastructure
We work directly with the main data platforms. We know the data structures, the classification systems, and the secondary use legislation.
Regulatory context, not just standards
EHDS secondary use, MDR technical file requirements, data protection impact assessments — we know which compliance decisions affect architecture and when to escalate to legal.

Production, not pilots
We scope, build, and deploy. What we hand over runs in production, has documentation, and can be operated by your engineers — not just by us.
Handover by default
We write code that the next team can read. Runbooks, data dictionaries, schema documentation, test suites — these are deliverables, not afterthoughts.
Agreed outcomes, measured
We define success criteria before we start and report against them. Not velocity points — actual outputs and data quality metrics.