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PoolParty 10.1 - AI-Powered Taxonomy Creation

19/01/2026

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PoolParty 10.1 introduces the AI-powered Taxonomy Builder feature, transforming how organizations build semantic backbones for enterprise AI. It addresses a critical bottleneck: building high-quality semantic context has been complex, costly, and expert-dependent, slowing knowledge graph initiatives.

Taxonomy Builder uses human-in-the-loop AI to accelerate taxonomy creation through LLM-powered hierarchical generation. Users control outputs through integrated review workflows while significantly cutting development time.

PoolParty 10.1 delivers custom roles for granular governance, enhanced GraphSearch ranking, and streamlined Extractor API integration. These advances support Graphwise strategy to activate knowledge, govern AI, and drive ROI by making semantic backbone systems easier and faster to launch and iterate.

This release also contains targeted enhancements which improve day-to-day user experience and set the stage for future automation.

What’s New at a Glance

  • Taxonomy Builder delivering AI-powered taxonomy creation and refinement with human in the loop

  • Custom user roles providing fine-grained access control

  • Extractor API cleanup simplifying the integration process and reducing API complexity

  • Improved GraphSearch ranking with annotated concept relevance

  • Dockerization of PoolParty apps

Tip

For more details please consult our Release Notes section.