Healthcare OMOP Implementation Services

OMOP is the Observational Medical Outcomes Partnership Common Data Model (CDM), an open standard maintained by the OHDSI community for representing observational health data, EHR, claims, and registries, in a consistent structure with standardized vocabularies. Implementing OMOP means building ETL that transforms source data into the CDM and maps local codes to standardized vocabularies such as SNOMED, RxNorm, and LOINC. The payoff is significant: once data is in the CDM, it can be analyzed with the OHDSI open-source tool ecosystem, and studies become reproducible and portable across institutions, enabling participation in research networks and federated studies. OMOP standardization powers observational research and real-world evidence, complements clinical registries, and depends on strong data quality to produce trustworthy results.

Taction Software builds OMOP implementation as a full engagement shaped to your data and research goals, whether you are an academic medical center, a research organization, a life sciences company, or a research-active health system. We assess your source data and goals first, then build the implementation that fits. The consistent theme is a quality-validated CDM, because a poorly mapped OMOP database produces unreliable research. We build ETL, vocabulary mapping, data quality assessment, and OHDSI tooling setup, and connect the CDM to broader data solutions and to research-ready infrastructure like a data lake.

A well-executed OMOP implementation delivers value that ad hoc research data cannot, because standardization makes analysis reproducible, portable, and tool-supported. Data in the CDM works with the mature OHDSI tool ecosystem, so researchers build cohorts and run analyses with proven tools rather than bespoke code. Standardized vocabularies make concepts consistent, so studies mean the same thing across sources. Reproducibility and portability let studies be validated and shared, and enable network research across institutions. Quality assessment ensures the CDM is trustworthy. OMOP also strongly supports real-world evidence generation. Together, these turn source data into a standardized, research-ready asset that produces reproducible, shareable, tool-supported observational research and real-world evidence.

Taction Software follows a quality-focused process refined across more than a decade of healthcare delivery. We begin by assessing your source data and research goals, and planning the ETL and vocabulary mapping. We then build ETL to the CDM and vocabulary mapping to standardized terminologies, the core and most demanding work. Development runs in iterative phases, and we run data quality assessment using OHDSI quality tooling to validate the CDM, because an unvalidated OMOP database produces unreliable research. We set up OHDSI analytics tooling and support researchers in using it. We validate mapping and quality against standards, then support ongoing refresh as source data updates. Throughout, we treat quality validation as essential, because the value of OMOP rests entirely on the CDM being accurate and trustworthy.

OMOP implementation handles sensitive observational data for research, so security, standards, and quality are foundational. Taction Software builds on a HIPAA-aligned foundation, with encryption, access controls, audit logging, and Business Associate Agreements where applicable, and supports de-identification and governance for research use. Our architecture builds ETL from EHR, claims, and other sources into the OMOP CDM, maps to standardized vocabularies via OHDSI vocabulary resources, and runs on healthcare-grade cloud. We validate the CDM with OHDSI data quality tooling, because an unvalidated OMOP database produces unreliable research. We set up the OHDSI analytics ecosystem for cohort building and analysis. We treat quality validation as essential and support ongoing refresh, so the standardized data stays accurate and trustworthy for reproducible research and real-world evidence.

Taction Software is a US-based healthcare software company founded in 2013, with offices in Chicago, Cheyenne, Austin, and Sacramento. We build healthcare software exclusively, so data engineering, standards, and compliance are part of our default process rather than afterthoughts. We have delivered more than 200 healthcare projects, including EHR and EMR platforms such as Voyant Health, FDA-registered mobile applications, and behavioral health tools. That data engineering depth matters in OMOP implementation, where accurate ETL, careful vocabulary mapping, and rigorous quality validation determine whether the CDM produces trustworthy research. We work as a quality-focused partner, validating the CDM rigorously rather than delivering an unverified mapping.

OMOP implementation pricing depends on scope, source complexity, and mapping effort. Taction Software scopes each engagement to your data, and typical ranges are as follows. A focused implementation, such as ETL and mapping for a defined source with quality assessment, generally falls between $40,000 and $80,000. A full OMOP implementation with multiple sources, comprehensive vocabulary mapping, quality validation, and tooling setup typically ranges from $80,000 to $200,000. Enterprise implementations across extensive sources and ongoing refresh start at $200,000 and up. Because quality validation is essential, it is always in scope. Final pricing follows a discovery phase that assesses source data. We provide clear, itemized estimates so you can build a validated CDM in stages.