Products
Maturity Models
Blog
News
About
Contact
Problem
Poor quality content tagging
Solved by these Interventions
Launching a new Content Tagging Strategy
Designing and delivering a new content tagging strategy involves a spread of cultural and technological elements. This technology intervention involves tagging strategy, governance, and tagging templates.
Technologies used
Metadata Management Software as a Service (SaaS)
KGaaS - Knowledge Graph as a Service
Knowledge Graphs
Library Science
Information Architecture (IA)
Knowledge Graph Creation Tools
Domain-Driven Design (DDD)
Improved by these Interventions
Integrate AI Automated Tagging
Integrate an automated tagging solution that applies metadata in the form of "annotations" or "tags" to content automatically.
Technologies used
Machine Learning (ML)
Automated Content Tagging using Artificial Intelligence (AI)
Artificial Intelligence (AI)
Large Language Model (LLM) AI
Artificial Intelligence (AI) Text Classification
Introduce centralized metadata management
Create or rationalize existing metadata repositories into a centrally managed metadata system, so that humans and machines can both refer to a single version of the truth.
Technologies used
Graph databases
Prevented by these Capabilities
Knowledge Graph -driven media asset management
Next generation digital asset management (DAM) where images, video, text, audio, and all media assets are described with context and meaning and managed within a knowledge graph.
Strong information governance
Inhibits these Capabilities
Feedback loop for AI training corpus
AI automated tagging in Production
Auto-tagging AI that learns on-the-fly
Training corpus is easily derived from assets and metadata
Leads to these Problems
Inability to drive meaningful user experiences with data
SMEs don't see value in content tagging
Metadata holds no value for human or machine processes
Lack of a training corpus for AI systems
Caused by these Problems
Tag duplication
NLP or NER auto tagging predicts too many tags to be useful
Poor editorial metadata tagging tools