Bearing's Knowledge Engineering Solutions
Information is everywhere. Understanding is rare.
We build knowledge systems that turn distributed data, documents, and expertise into structured intelligence that people and machines can trust and act on.
From enterprise knowledge graphs to retrieval-augmented models and mission ontologies, we engineer organizational memory that scales and endures.
Core Capabilities
Knowledge Graphs & Ontologies
Design and implementation of enterprise knowledge models, graph data stores, and semantic relationships aligned to mission needs.
Document Intelligence & Enrichment
Automated extraction, tagging, classification, and summarization pipelines to unlock value from unstructured data.
RAG & Intelligent Retrieval
Semantic search, embedding pipelines, and context-aware query systems for human and AI insight.
Enterprise Taxonomy & Metadata
Controlled vocabularies, metadata strategy, entity resolution, and authoritative reference catalogs.
Human + Machine Collaboration
Analyst-in-the-loop workflows, feedback loops, and knowledge curation designed for real operational environments.
Governance & Secure Access
Role-based permissions, audit trails, confidentiality tagging, model governance, and policy enforcement.
What You Gain
- Organizational knowledge structured for reuse and automation
- Faster decision cycles with context-rich retrieval and enrichment
- LLM-ready data foundations that protect accuracy and security
- Consistent vocabularies and authoritative reference data
- Reduced analyst workload and increased insight quality
- Knowledge continuity beyond individual experts
We turn tribal knowledge into strategic capability
and distributed data into shared understanding.
Technology Ecosystem
Knowledge Graphs
Neo4j, AWS Neptune, GraphDB
Search & Retrieval
Elastic, OpenSearch, Vespa, Pinecone
NLP & Document Insight
spaCy, Hugging Face, LangChain
Data Modeling & Semantics
RDF, OWL, SHACL, JSON-LD
Data & Metadata Ops
dbt, Airflow, metadata services
Deployment & Governance
Kubernetes, CI/CD, RBAC, logging