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PoolParty 10.1: AI-Assisted Taxonomy Building for the Graphwise Era

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PoolParty 10.1 introduces an AI-powered Taxonomy Builder, stronger governance, and cleaner integrations, making it easier and cheaper to build the semantic backbone your AI relies on.

 

PoolParty 10 strengthened the Graphwise platform foundation for enterprise semantic AI. With PoolParty 10.1, the focus shifts from infrastructure to accelerating knowledge graph building itself.

This aligns directly with the Graphwise strategy: activating knowledge, governing AI, and driving ROI. As enterprises push GenAI beyond pilots, one challenge keeps resurfacing: building high-quality semantic context is still perceived as complex, costly, and expert-heavy. PoolParty 10.1 is designed to lower that barrier.

Taxonomy Builder: from blank page to working taxonomy (with AI in the loop)

Building a good taxonomy has long been a significant bottleneck for knowledge graph initiatives. It often requires scarce specialists, long workshops, and extensive manual curation, which slows pilots and increases costs.

The Taxonomy Builder in PoolParty 10.1 is the first step in changing this.

Instead of creating concepts one by one, users can now:

  • Generate a hierarchical taxonomy skeleton with a top-down, LLM-powered approach
  • Generate a structured hierarchy of concepts using GenAI to create the initial framework from a domain description.
  • Generate labels and definitions with AI to improve clarity and discoverability

In practice:

  • Taxonomists can describe a domain, generate structure, and refine suggestions
  • Everyone stays in control through review and acceptance workflows

This isn’t a “magic one-click graph creation.” It’s human-in-the-loop AI that accelerates expert work, reduces time-to-value, and helps more teams contribute to building the semantic backbone.

For Graphwise customers, this is a meaningful step toward making semantic backbone systems easier to start, faster to iterate, and stronger as a foundation for reliable AI.

Enterprise-ready improvements around the core

PoolParty 10.1 also brings targeted enhancements that improve day-to-day experience and set the stage for future automation:

Custom roles

Many large organizations need access models that go beyond rigid default roles. PoolParty 10.1 introduces the groundwork for capability-driven, more granular role management, supporting enterprise governance without sacrificing usability.

Improved GraphSearch ranking

Search is only valuable when results are prioritized meaningfully. PoolParty 10.1 improves ranking logic, allowing users to surface more useful results faster.

Extractor API cleanup

To simplify integrations and prepare for future improvements, the Extractor API has been restructured to reduce complexity, clarify parameter behavior, and align with cleaner API design principles.

What this means for the Graphwise platform

PoolParty 10.1 is a clear expression of Graphwise direction:

  • Lower the cost and complexity of building semantic backbones
  • Pair GenAI acceleration with governance and quality control
  • Prepare the path toward broader AI-assisted knowledge modeling beyond taxonomies

Taxonomies are the first step. As Graphwise continues to expand automation across knowledge creation and governance, PoolParty 10.1 helps ensure that semantic context is no longer a bottleneck, but a scalable advantage for enterprise AI.

Check out our customer success story!