Platform component
bCLEARer Pipeline Development Kit
The bCLEARer PDK bundles four workspace packages into a single SDK. bclearer-core provides the pipeline builder CLI, canonical identifiers (CKIDs), and pipeline stage definitions. bclearer-interop-services supplies data I/O adapters spanning CSV, Excel, JSON, Parquet, Delta Lake, PySpark, Neo4j, CozoDB, Raphtory, MongoDB, PostgreSQL, SQL Server, and Enterprise Architect. bclearer-orchestration-services adds app lifecycle management, UUID/identity services, logging, reporting, and version-control utilities. The BNOP ontology package delivers BORO Native Objects with factories, relationship management, and XML serialisation.
Capabilities
What bCLEARer Pipeline Development Kit powers.
Document knowledge extraction
The pipeline builder CLI scaffolds extraction pipelines with stages, sub-stages, and orchestrators. Interop adapters read source documents from CSV, Excel, JSON, and XML while the BNOP ontology module classifies extracted elements using BORO semantics.
Learn moreSemantic data integration
Interop-services adapters connect heterogeneous sources — Delta Lake, PySpark, Neo4j, CozoDB, Raphtory, MongoDB, PostgreSQL, SQL Server, and Enterprise Architect — into unified pipeline stages. Orchestration helpers manage app lifecycle, logging, and identity so every record carries lineage.
Learn moreAuditable digital thread
BIE identity services assign deterministic identifiers to every data element at each pipeline stage. Orchestration-services logging and reporting capture the full transformation history, while BNOP relationship management links objects, types, and instances into a traceable evidence chain.
Learn morePipeline orchestration
Pipeline orchestration services — app-runner wrappers, lifecycle management, logging, and reporting — provide the execution infrastructure that higher-level agent workflows call into. The pipeline builder scaffolds the stages and orchestrators, while BIE identity services and interop adapters ensure every step is identifiable and connected to its data sources.
Learn moreDomains
Industries using bclearer pipeline development kit.
Engineering
AI-assisted process design with document-grounded knowledge, simulation, and auditable deliverables for safety-critical engineering.
Explore domainHealthcare
Semantic data integration pipelines for medical device data, patient records, and health analytics built on bCLEARer architecture.
Explore domainFinancial services
Ontology-grounded risk, compliance, and data lineage for regulated financial workflows.
Explore domainMedia rights
Knowledge-driven rights management and content provenance tracking across media supply chains.
Explore domain