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BC Unify: AI-native data mastering for research-ready health data

BC Unify is our AI-native data mastering and harmonization platform, transforming fragmented multimodal health data into standardized, enriched, validated, and research-ready datasets. It provides the trusted data foundation that powers BC Platforms’ data, analytics, and technology solutions across healthcare and life sciences.

Powering the BC Platforms ecosystem

Built on an AI-native architecture informed by domain expertise and decades of experience with complex health data, BC Unify turns fragmented multimodal data into harmonized, trusted, and research-ready assets — helping teams prepare data with greater speed, quality, and confidence.

Key capabilities

AI-native data mastering, harmonization, and integration 

With its end-to-end data mastering capabilities, BC Unify manages the entire cycle of structured and unstructured healthcare data integration, helping organizations replace fragmented, one-off approaches with a scalable, repeatable way to prepare high-quality data for downstream use.

Manages the full data lifecycle

Automates the ingestion, harmonization, and transformation of structured and unstructured data from clinical and non-clinical sources to reduce silos and manual effort – efficient integration at scale.

Harmonizes diverse data

Applies recognized standards such as OMOP, FHIR and SDTM to align datasets across systems, ensuring consistency, interoperability, and compliance for collaborative research and advanced analytics.

Applies AI-native processing and validation

Uses proprietary AI models to extract, structure, harmonize, and validate information, including unstructured text, with machine learning, causal reasoning, and continuous quality checks. Built-in review workflows help teams check outputs, resolve data quality issues, and maintain confidence in trusted, research-ready datasets.

Streamlines workflows 

Features an intuitive UI and built-in tools to process data quickly, maintain quality, and capture continuous feedback across the data lifecycle, accelerating data readiness so projects can start faster. Built-in traceability makes it clear how data was prepared, standardized, and approved.

The foundation for advanced analytics

BC Unify accelerates data preparation by creating standardized, high-quality datasets ready for advanced analytics, predictive modeling, AI model development, and evidence generation.

Structures, links, and harmonizes complex data

Extracts and organizes unstructured text, links diverse data sources, and creates standardized knowledge models that support comparison, discovery, analytics, and reuse.

Enriched for deeper insight

Combines curated datasets with trusted public knowledge sources via AI-generated models that add clinical context, improve interpretability, and enhance research analytics.

Validates data dynamically

Automates quality checks to detect gaps, correct inconsistencies, and flag issues for review throughout the data lifecycle.

Query and interact in real time

Keeps partners aligned on study progress and quality through built-in query tools that allow real-time exploration and validation of datasets.

Engineered for real-world research

Embedded AI
automation

Automates data mapping, ingestion, and curation to reduce manual effort and accelerate time to research-ready data.

Ongoing learning and improvement

Uses machine learning and causal reasoning to enhance data accuracy, completeness, and interpretability over time.

Digital twin and synthetic data capability

Enables privacy-preserving simulations for predictive analytics and advanced data modelling that fill in or supplement gaps in data.

Deep domain
expertise

Draws on knowledge gained from decades of working with healthcare researchers worldwide to train data models.

Certified for quality, security, and trust

BC Platforms meets the highest international standards for data protection, product quality, and ethical data governance. Our ISO-certified systems and compliance frameworks protect every stage of the data lifecycle, ensuring partners can innovate confidently and responsibly.

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Contact us to learn more about our solutions, see a live demo, or talk about how we can support your needs.