Knowledge Enrichment: Transform unstructured data into AI-ready content
Unstructured data is one of the biggest obstacles for AI applications. Your AI models need clean, structured and context-rich data to perform well, but experts say 80% of enterprise content is usually unstructured, meaning it’s disorganized and incomplete. Knowledge Enrichment ensures your vast repositories of unstructured data don’t go to waste — things like emails, contracts, digital conversations, videos and AI-generated outputs — by transforming them into AI-ready assets. Transforming content to AI-ready formats involves extracting key entities, applying metadata, linking contextual information and ensuring content is machine-readable and actionable from the outset.
With Knowledge Enrichment, organizations can better leverage their enterprise content, use it to drive context-aware decisions and fuel their AI applications.
Key benefits
- Make unstructured data actionable: Turn raw, unstructured data into refined content ready for use in automation or AI.
- Enhance search and decision-making: Extract information beyond traditional metadata and establish meaningful content relationships to unlock deeper insights.
- Improve AI and analytics performance: Clean, structured data leads to faster processing times and better AI predictions and decision-making.
Capabilities
- Data curation and context enrichment
- Supports 600+ file formats
- Image classification and metadata generation
Knowledge Enrichment use case
Healthcare providers manage vast amounts of unstructured patient data, such as physician notes, medical histories, prescriptions and test results. Manually extracting meaningful information from these records can be time-consuming and error-prone.
Knowledge Enrichment can:
- Automatically extract critical details like diagnoses, medications, allergies and test results from a wide range of medical documents
- Organize patient data into standardized formats, ensuring seamless interoperability across electronic health record (EHR) systems
- Enable AI-driven analytics, predictive modeling and clinical decision support by making key patient information easily accessible
By transforming unstructured patient data into structured data, healthcare providers can generate actionable insights that enhance operational efficiency, improve patient outcomes and simplify compliance with regulatory requirements.
Read more | What can you do with Hyland Knowledge Enrichment?