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The Graphwise AI Summit, quasi-successor of the Semantic Web Company’s PoolParty Summit (PP Summit) and Ontotext’s Knowledge Graph Forum (KGF), aims to explore the strategic impact of semantic technologies and knowledge graphs on cutting-edge AI, diving into real-world use-cases in Financial Services, Healthcare & Life Sciences, and beyond.

The summit is organized by Graphwise, the company created by the merger of the Semantic Web Company and Ontotext in 2024.

The PoolParty Summit (PP Summit) was organized by the PoolParty Academy of the Semantic Web Company (SWC) to get inspired by the PoolParty User Experience and learn about how you can enhance your experience with the PoolParty Semantic Suite, or how you can implement powerful semantic technologies in order to make your processes smarter.

The Knowledge Graph Forum (KGF), organized by Ontotext and partners, was an event that addressed the entire spectrum of business applications of knowledge graphs and the technology partner ecosystem needed to deliver those. The forum brought together clients, partners, and independent semantic technology experts to share their experience with knowledge graph development and application.
With presentations, live panel discussions, and networking opportunities, the Knowledge Graph Forum aimed to give you perspectives, knowledge and ideas about how to approach your enterprise data challenges with graph technology.

Conference History:

Graphwise AI Summit 2025, October 22-23, 2025, Online

Summit Theme: Navigating AI’s Landscape: Agentic AI, GenAI, RAG & more
Sub-title: Unlocking Intelligent Applications & Business Impact with Trustworthy AI & Knowledge Graphs

Conference Program TBD

4th Knowlege Graph Forum 2024, October 22-23, 2024, Virtual venue

Conference theme: Put AI in Action with Context and Data (was: From Data To Decisions: AI In Action)

Technology & Market Trends Presentations:
Graph RAG Buyer’s Guide: Varieties, Architectures, Cost and Performance Optimizations
What is new in GraphDB?
How Graph RAG is Disrupting Software Markets
Improve Return on AI Investments (ROAI) with Knowledge Graphs

Financial Service Use Cases:
Using NLQ to answer business questions for Insurance
Graph-Driven RAG AI Powered by DITA
Regulatory RAG: Leveraging Graph RAG for Enhanced Regulatory Compliance and Understanding

Life Science & Healthcare Use Cases:
Building the Dimensions Knowledge Graph
SPHN data journey with knowledge graphs
Enabling New Medicines with FAIR Data-Centricity: Delivering Linked Data Inside the Enterprise
OCEAN Coral Reef – Leveraging Knowledge Graphs to Enable FAIR By Design Metadata in Clinical Trials
Increasing Data Fluidity by FAIR Metadata Management

ACE/O (Architecture, Engineering, Construction, and Operations) Use Cases:
Semantic AI: The Key to Timely Resolution of Predicted Equipment Failures
Semantization of Regulatory Documents in AECO to Automate the Building Permitting and Compliance
OriginTrail Decentralized Knowledge Graph: Driving Trust in AI with Knowledge Graphs and Decentralization

Retail Use Cases:
Taste the Future – Harnessing the Foodpairing Knowledge Graph for Food Product Development

Industry And Manufacturing Use Cases:
Case Studies on Proposing an Ontology for the Industrial Ontologies Foundry (IOF)
Knowledge Graphs for Customer Product Information

n.a.:
Microsoft GraphRAG with an RDF Knowledge Graph

Panel Discussions:
Future Tech Trends: Innovations in Graph & Graph Related Technologies for the Next Two Years
Semantics, Graphs, and AI: Driving Innovation Today and Shaping Tomorrow’s Solutions

3rd PoolParty Summit 2024, March 19-21, 2024, Online

Sub-title: Get Inspired by the PoolParty User Experience
Summit Theme: Unlocking the Full Potential of LLMs with Knowledge Graphs

EU / Americas Date: March 19-20, 2024; EU / Asia-Pacific Date: March 21, 2024

Opening Remarks:
Unlocking the Potential of LLMs with Knowledge Graphs

Customer Success Stories:
“If we can SPARQL he may land tonight” – a Customer Success Story (CABI) (was: PoolParty to improve the search capabilities of the CABI Digital Library)
Challenges in Creating Taxonomies for Learning & Development (Walmart)
Taxonomy Classification Service: Automated Content Enrichment (Oxford University Press)
10 years! The Healthdirect-PoolParty journey – from content discoverability to Semantic AI (Healthdirect Australia)
Revolutionizing Data Discovery in Pharmaceutical Process Development with Semantic Web Technology – Challenges, Learnings, and Wins (Takeda)
Semantic Technologies at JPL (Jet Propulsion Laboratory) (CANCELLED)

Presentations:
Enhancing an Insight Engine with Graph Technology: A Deep Dive into Next-Level Data Insights
Integrating Neuro-Symbolic AI in Sales Management: The Role of AI Knowledge Graphs and Conversational Intelligence
Recommendations for a Sustainable Enterprise
Property Modelling for Product Ontology using Vector Embeddings driven by LLMs and OCR
How do different Graph RAG implementations for Knowledge Discovery compare?

Roundtable Discussions:
Using Knowledge Graphs to Bridge the Gaps in Generative AI
What Makes Intelligent Content Indispensable? An Expert-led Roundtable Discussion
Mitigating ESG Risk with Reliable Data and AI

PoolParty Preview: Generative AI Product Bundle
PoolParty 2024 Release Dive
PoolParty for SharePoint: Optimizing the SharePoint Experience
PoolParty Roadmap and Outlook

3rd Knowlege Graph Forum 2023, November 14–16, 2023, Virtual venue

Conference theme: Turn Complexity Into Competitive Advantage

Keynotes:
How Knowledge Graphs Empower Data Fabric and Data Mesh

Presentations:

TRACK: Knowledge Management and Data Modeling
Combining the flexibility of Knowledge Graphs with the power of Semantic Tagging – The Enterprise PowerPack
Graphite Knowledge Studio: Harnessing the Power of the Human-in-the-Loop
Perfect Memory’s Cognitive Asset Management – How to provide business users the ways to action the Knowledge graph efficiently?

TRACK: Generative AI and LLMs
Product Portfolio and Roadmap updates
Generative AI and Personalization at Scale: How Knowledge Graphs Enable Context and Eliminate Hallucinations of Large Language Model Powered Applications
Unleashing Conversational Excellence: Harnessing the Power of Knowledge Graphs and Large Language Models for the Perfect Match.
Unveiling the value of the Ontotext Knowledge Graph and LLMs in Marketing

TRACK: Knowledge Graph Development Getting Easier and Cheaper
Healthy Scores, Healthy Graphs: Hanami’s Approach to Knowledge Integrity
Graph Building with Text Analytics

TRACK: Synergies between RDF & LPG for the Enterprise
You Cannot Get To The Moon On a Bike!
Strategically Approaching Graph Technologies: Understanding the Bigger Picture of RDF and LPG

TRACK; Data Mesh/Data Fabric
Riding the Databricks wave with hybrid Knowledge Graphs

TRACK: Others
Cyber security & asset vulnerability – a solution running at customers, on top of Corporate Memory & GraphDB
Benchmarking graph data processing … and evolving graph database standards
Enterprise Intelligence Applications in the Private Equity Industry
Revolutionizing Knowledge Graph-Based Application Development with LinkedLifeData Inventory
The past, present, and future of GraphDB documentation: Aligning documentation with user goals.
Semantic Models – The brains behind explainable and trustworthy data-driven business decisions
Graph Use Cases for Data-Driven Decisions: Risk Mitigation & Content Personalization
Case study: Policy Enforcement Automation With Semantics
Real time data capture into Knowledge Graphs; challenges and solutions in a life sciences context
Leveraging the Power of Knowledge Graphs, LLMs, and ML to Turbocharge Sales Growth
Knowledge Graph Embeddings in the Industry
From Legislation to Calculation
Why You’re Not Ready for Knowledge Graphs!
Jump Start Your Knowledge Graph with GIST!

Panel Discussions:
What opportunities does LLM technology create for data and business strategies?
Leading use cases in Finserv
How can organizations streamline and speed up Knowledge Graph implementation of enterprise semantic applications?

2nd PoolParty Summit 2023, 7-8 March 2023, Online

Sub-title: Get Inspired by the PoolParty User Experience
Summit Theme: The Power of Connectivity in Times of Transformation

Portfolio knowledge discovery at the Green Climate Fund (GCF)
Applying Semantic AI Platforms for Augmented Intelligence
How to Train your (artificial) Brain: the IFC’s MALENA case
Intelligent Authorisation with Knowledge Graphs
Knowledge Management and the Great Resignation
An Augmented Intelligence Approach using PoolParty and RDFox: The Recipe Recommender Demo
How to Grow a Graph Community: Tales from the BT Graph Guild
Data-Driven Content Management: How data can drive and automate the content supply chain
Bringing Together Taxonomies and Terminologies
The Vocabulary Extension for CKAN (Comprehensive Knowledge Archive Network)
Taxonomy Linking
Taxonomy: From Development to Deployment – and Beyond
Semantic User Assistance for Big Content

Woman in High Tech Panel

PoolParty 2022 Release Dive
PoolParty for SharePoint: An Integration for Smarter Search
Deliver business critical semantic applications with PoolParty and GraphDB 10
PoolParty Roadmap and Outlook

2nd Knowlege Graph Forum 2022, September 26-29, 2022, Virtual venue / Basel (Switzerland), New York Cíty (USA)

Note: Basel (Sep 28), New York (Sep 29), Virtual (Sep 26-29)

Technology Ecosystem: (Sep 26, virtually)
Knowledge Graph Sweet Spots & What Does It Take to Penetrate the Mainstream
Ontotext Portfolio Updates
GraphDB 10.2 – an Easy Ride for the Beginner or the Seasoned Veteran
Data Integration Patterns in Knowledge Graph Building with GraphDB
Ontologies, Knowledge Graphs, and Semantic Classification
Knowledge Democratization in the Enterprise
PoolParty – the most complete semantic middleware platform
Low-Code Knowledge Graph and Decision Automation with eccenca Corporate Memory

Panel Discussion: Stump the Graph Expert

Manufacturing, Aerospace, AECO: (Sep 27, virtually)
Smart Flow of Information for the Transport Infrastructure
How Knowledge Graphs are Bridging the Gap Between Industries
Transparency Energy Knowledge Graphs for Energy Traceability
Next-generation CPQ tooling for sales enablement
Beyond Ro-Bots – Total Process Automation – an Edge Device Management Story
Potentials and advantages of Knowledge Graph based Conversational AI in Manufacturing & Industry! Examples, Use Cases, Best Practises
Decentralized Semantic Data Management and Querying
Knowledge Graphs as game changer in technical communication

Panel Discussion: Top Knowledge Graph Use Cases in Industry

Life Sciences & Healthcare: (Sep 28, live in Basel and virtually)
Re-imagining PV with cutting edge AI based solution “Talosafe”
Identifying Key Opinion Leaders using Graph Analytics
Revolutionize customer experience by tapping into a renewable source of customer insights through customer knowledge graph
Ontotext LinkedLifeData inventory – accelerator for building comprehensive FAIR knowledge graphs
Preclinical Discovery Knowledge Graph
Swiss Personalized Health Network (SPHN) – Spotlight on efficient integration of health-related data
Buiding a semantic capability stack to support FAIR knowledge graphs at scale
AI powered Target Discovery Solution

Panel Discussion: TBD

Financial Services & Publishing: (Sep 29, live in NYC and virtually)
How Knowledge Graphs and Graph Databases Take Your Data Further
The Business Case for Data Management
Leveraging value chain mapping methodologies acrross multiple industries
Knowledge Graphs are Worthless, Knowledge Graph Use Cases are Priceless
From a Property Graph to Standard Knowledge Graph – the Why, the How and the Happily Ever After
Sentinel One – Your Tool for AML in the Crypto World
Harmonizing Content Publishing Practices Using a Semantic Approach: A WebMD Provider Services Use Case
Making Knowledge Management Clickable with KM Portals
Success Stories – Applications and Benefits of Knowledge Graphs in the FSI

Panel Discussion: Top Knowledge Graph Use Cases in Financial Services

1st PoolParty Summit 2021, November 3-4, 2021, Online

Summit Theme: Let’s talk about Enterprise 360 and semantics!

Product Insiders:
Enterprise 360 – Creating Holistic Views of Heterogeneous Data
Semantic Question – Answering
Scaling up PoolParty with GraphDB
Recommender Systems that Work
PoolParty Semantic Suite: Roadmap and Outlook

Customer Success Meetup – Team CAP
Customer Success Meetup – Team TDP
Customer Success Meetup – Team K2
PoolParty Developers Meetup

Partner Presentations:
Knowledge graphs in machinery and plant engineering
Why 360? – It’s All About Improving the Content-Driven Experience
Employee 360 in Action
Leveraging User Intent in Content Management

Partner Gathering (invite only)
Partner Use-Case & Knowledge Sharing

Customer Use Cases:
From Unknowable Chaos to Knowledge Graph
Safety and Reliability in Industrial Operations using Semantic AI
How PoolParty Helps Us to Model Our Product Knowledge Graph
Moving to a Data-Centric World: Building a Consumer Health Data Fabric
A PoolParty Use Case for Job Portals
Open Slot

3 Round Tables with 2 Panelists each

1st Knowledge Graph Forum 2021, October 26-27, 2021, Virtual venue

Conference Theme: Technology Ecosystem and Business Applications

Plenary Presentations:
Future Proof Your Organization: Build a Knowledge Graph!
Knowledge Graphs: Added Value, Applications and Platform Capabilities
Graph as a Foundational Technology Stack for the 2020s
Technology Ecosystem: Updates and Roadmap
Wikidata – The Open Knowledge Graph that Everyone Can Edit and Use
Experience Report: Building the Foundations for a Capital Markets Knowledge Graphs

Stream Presentations:

Semantic Metadata Management with Poolparty
GraphDB on the Kafka Conveyor Belt
Data linking with Corporate Memory
Setting Up a Knowledge Graph in Minutes (by Data Language)
Collaborative Graph Management and Exploration Using Metaphactory’s Low-Code Approach
Semantic Knowledge Organization Systems
Knowler: The Intelligent Search Engine that Provides the Right Knowledge, to the Right People, at the Right Time (by NTT Data)
Knowledge Graphs in the Financial Services Industry
Talk to Your Graph
Reconciliation Server Demonstration Against Wikidata (by Ontotext)
Graph Path Search with GraphDB

LinkedLifeData Inventory – Generate Value from your Knowledge Graph in Days (by Ontotext)
Building Federated FAIR Knowledge Graphs Based on a Scientific Interoperability Hub
Unlocking the Value of Structured Data: Inspec Analytics Case Study
Semantic AI Technologies: Real-Life Use Cases for Media, Sports, Banking and More
Smart Buildings Enabled by Knowledge Graphs
Energy Knowledge Graphs to Facilitate Evolution of the European Energy Market
The Power of Knowledge Graph to Manage Messy Identity Data
Text Analysis with Ontotext Platform
Customer 360 and its Applications, a Case Study (by Enterprise Knowledge)
Enterprise Knowledge Graph for Mission-Critical Run-the-Bank Use Cases
Practical Ontology Development and Mapping – the Legal Entity Dataset

Panel Discussions:
Delivering and Scaling Knowledge Graph Solutions

Networking & Expo