Predictive Intelligence for Knowledge Management
- UpdatedAug 1, 2024
- 2 minutes to read
- Xanadu
- Knowledge Management
Predictive Intelligence for Knowledge Management
The Predictive Intelligence for Knowledge Management capability uses machine-learning algorithms to provide various Knowledge Management capabilities, such as similar articles and knowledge demand insights.
Solution definitions for Predictive Intelligence for Knowledge Management
The solution definitions for Predictive Intelligence for Knowledge Management capability are available in the Predictive Intelligence for Knowledge Management plugin (com.snc.knowledge_ml). For more information about the plugin, see Additional plugins for Knowledge Management.
| Solution Definition | Solution Type | Description |
|---|---|---|
| Knowledge Similar Articles Note: This solution definition is available as a template on
instances where both the Predictive Intelligence for Contextual Search plugin
(com.snc.contextual_search_ml) and Predictive Intelligence for Knowledge Management plugin
(com.snc.knowledge_ml) are activated. |
Similarity | Suggests related articles based on the short description of articles. You can see the
results in the following places:
|
| Demand Insights: Case Clusters Need Knowledge | Clustering | Populates collections of closed and resolved customer service cases on the Demand Insights for Cases dashboard. |
| Demand Insights: Incident Clusters Need Knowledge | Clustering | Populates collections of closed and resolved incidents on the Demand Insights for Incidents dashboard. |
| Demand Insights: Similar Cases and Knowledge | Similarity | Compares similarity of incidents with knowledge bases and identifies similar closed and resolved customer service cases as candidate knowledge gaps. |
| Demand Insights: Similar Incidents and Knowledge | Similarity | Compares similarity of incidents with knowledge bases and identifies similar closed and resolved incidents as candidate knowledge gaps. |
Related Content
- Train the similarity solution for Knowledge Management to find related articles
Train the Knowledge Similar Articles solution definition included within the Predictive Intelligence for Knowledge Management capability to find related knowledge articles when creating or viewing a knowledge article.
- Create a knowledge article in Agent Workspace
Create a knowledge article in Agent Workspace to share information across your organization.
- Knowledge demand insights
Identify knowledge gaps and improve content of your knowledge base using the Knowledge Demand Insights feature.
- Demand Insights for Cases dashboard
The Demand Insights for Cases dashboard enables you as a customer service case manager to identify which cases have no or insufficient knowledge coverage. You can then create feedback tasks for knowledge gaps to deflect such cases.