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Feedback loop for AI training corpus

Important for these Maturity Models
Artificial Intelligence Engineering Maturity Model
Stage 5: Transformational: AI is part of Business DNA - Maturity Stage
At this maturity stage, AI is part of the business DNA, and is running in harmony as part of the software delivery culture. AI services delivery, alongside all platform engineering ops, are operating in a productive rhythm, and the business is investing only in core differentiators.
Artificial Intelligence Engineering Maturity Model
Digital Media Metadata Maturity Model
Stage 5: Knowledge Graph Metadata as a Platform - Maturity Stage
Your Knowledge Graph enables seamless journeys around the core business information model, and provides essential information management tools to human and machine users.
Digital Media Metadata Maturity Model
Delivered by these Product Features
Self-optimizes on a per-tag level
Self-optimizes on a per-tag level
Continuously inspects and optimizes the performance of each tag or classification.
Learns new tags on-the-fly
Learns new tags on-the-fly
When your content creators introduce a new tag the training starts immediately without the need to update a training corpus, and without the need to stop and retrain the whole system.
Involves these Technologies
Machine Learning (ML)
Metadata Management Software as a Service (SaaS)
A managed service that provides software with a user interface and an API that enables easy centralized management of Metadata.
Training Corpus
A training corpus is a collection of digital assets and associated metadata that is used to train a machine learning model. This is an essential part of AI automation.
Artificial Intelligence (AI) Text Classification
AI is frequently used for text classification. From very generic models, through to highly business-specific SaaS services, this technology enables a business to organize unstructured text against structured and connected data models.
Inhibited by these Problems
Poor quality content tagging
Related Articles
Preparing a Training Corpus
Preparing a Training Corpus
Training Corpus
Good training corpora are essential for ensuring AI automation services perform to their full potential. Here's how to prepare your 'Golden Corpus'.
Fabio Colasanti
Fabio Colasanti
February 22, 2022