Taxonomy Agentic AI
Build Consistent, Scalable Taxonomies Faster with Agentic AI
Automate taxonomy generation with Compound AI and Agentic AI on the Databricks Data Intelligence Platform.
Fix messy product, parts, and content hierarchies fast. Our Taxonomy Agentic AI Accelerator delivers consistent, scalable taxonomies for Manufacturing, Retail & CPG, and Travel & Hospitality. It improves findability, analytics, and revenue outcomes while reducing manual effort.
Why Taxonomy Still Breaks Your KPIs
Incomplete or inconsistent taxonomies derail critical outcomes:
- Fragmented insights: Inconsistent categories = unreliable analytics and demand forecasting.
- Broken discovery: Poor browse/search facets hurt conversion and customer experience.
- Slow launches: Manual classification delays assortment expansion and content updates.
- Stalled monetization: Unstructured data hides upsell, cross-sell, and bundling opportunities.
Bottom line: Clean structure is the backbone of every data, AI, and digital experience initiative.
What is the Taxonomy Agentic AI Accelerator?
The Taxonomy Agentic AI Accelerator is a purpose-built accelerator that helps organizations automate taxonomy generation and enrichment through Compound AI and Agentic AI scalable data solutions. By unifying product data, attributes, images, and external sources within the Databricks Data Intelligence Platform, Taxonomy Accelerator empowers teams to create consistent, governed taxonomies that improve discovery, analytics, and personalization.
With features like multimodal AI-driven classification, human-in-the-loop review using reasoning and confidence scores, and ability to integrate with MDM and commerce systems, organizations can improve taxonomy accuracy by up to 90%, accelerate product launches, reduce manual tagging costs, and unlock new revenue opportunities—all while ensuring governance, adaptability, and future-ready scalability.
Better Discovery and Conversion
Cleaner facets and navigation, higher search success.
Reliable Analytics
Consistent categories unlock trustworthy insights and forecasting.
Faster Time-to-Market
Automate classification to accelerate launches and onboarding.
Lower Operational Cost
Reduce manual tagging and rework across teams.
Future-Ready Structure
Adaptable taxonomy that evolves with your catalog and content.
Key Capabilities
Compound AI Orchestration
Multi-agent flows with retrieval, tool use, and guardrails.
Quality and Drift Control
Agentic AI Reasoning, confidence scores; alerts on drift enabling human-in-the-loop review.
Multimodal Understanding
Combine text (descriptions/specs) + images (packaging/parts) for higher accuracy.
Security and Governance Ready
Built for enterprise controls and data governance.
Natural Language Editing
Curators propose changes in plain English; the system generates compliant diffs.
Watch a Taxonomy AI Demo
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