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📢 Introducing the Community Training Program 📢
Education Services and the Quantexa Community are excited to announce the launch of the Community Training Program: Quantexa User Foundations and Quantexa Technical Foundations! Powered by the Quantexa Academy, the Community Training Program provides registered Customer and Partner Community Members an opportunity to…
2024 Year in Review: Quantexa's top 10 achievements
We reached $100M ARR, building sustainable value for our customers Quantexa achieved Centaur status reflecting the confidence that our customers have in us as a strategic partner. We expanded our multi-industry strategy to tailor solutions to every sector Quantexa’s presence in banking, insurance, TMTE, and the public…
Help us improve the Quantexa Documentation site 📢 | User Research Panel 📝
Help us improve Quantexa Documentation 📢 | User Research Panel 📝 We have an exciting opportunity for you to get involved in shaping the future of the Quantexa Documentation site by taking part in user experience testing. What's it all about? This February, we'll be inviting select users to share their ideas and insights on…
Explore the Latest Articles in the Community Library 📚
Our ever-growing Community Library is filled with articles, blogs, and useful resources. Check out the latest articles below, whether you’re just starting out with Quantexa or a seasoned pro, there’s something here to help everyone learn and flourish. Service Operations 📖Quantexa Monitoring Series 📖Quantexa Platform…
New and Improved Search Functionality
We’re excited to announce that our new and improved Search capability has now moved to General Availability as of 2.7.7. (this is referred to as Search 2 within our technical documentation). Let’s face it – the current Search experience came out with the first versions of the Quantexa Platform and needed a facelift.…
Explore the New Search Demo 🔎
Our enhanced Search functionality (aka "Search 2") is here as of version 2.7.7! With a redesigned, entity-focused UI, faster setup, and better performance, it’s built to make using Search better than ever. 💬 We want your feedback! Explore the full release details in the New & Improved Search Functionality release…
QuanCon25 Agenda & Speakers Now Live!
March 6, 2025 | Virtual, across the globe The MainStage agenda and speaker lineup for QuanCon25 are now live! Get ready for an incredible experience with insightful sessions, expert speakers, and real-world case studies. Join us as we explore actionable insights to help you protect, optimize, and grow your business with…
Join us on 6th March for QuanCon25!
Here's a look at what you can expect from QuanCon25!
Explore the new Trade AML demo 🔎
Trade-based money laundering is becoming increasingly complex Criminals hide behind complex patterns of collusion which traditional transactional monitoring (TM) systems are unequipped to identify systematically. To stay one step ahead and effectively fight crime, financial institutions need to upgrade their AML technology…
Project Documentation to support you in upgrading Quantexa
One of Quantexa's priorities is to unlock the potential of your data while enabling customers to form their own self sufficient decision intelligence capability. Our Documentation team has outlined the requirements for upgrades, allowing you to prioritise needs against business benefit. This allows customers to assess…

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Check out the latest conversations across the Quantexa Community. Did you know you can filter for ideas, discussions & questions and also by status - for confirmed answers, select 'accepted'

Entity Resolution Configuration & Parsing Health Checks
Entity Resolution (ER) and good Entity quality underpin all Quantexa deployments. The accuracy of Entity configuration and parsing are two areas that impact Entity quality. These articles outline Entity Resolution (ER) health checks and Parsing health checks to be carried out by the development team on deployments. This…
New Quantexa Community Launch - Coming Soon!
We’re excited to announce we will be launching a new Quantexa Community! In mid-May, the Quantexa Community will be moving to a new home, and we can’t wait to share it with you! Why We’re Moving As the Quantexa Community grows, it’s time for us to upgrade to a space that better matches the needs of the Community Members.…
Using QPython for Analytics and Data Science Teams
Harnessing the full potential of your data is critical to driving impactful insights and innovation. QPython, Quantexa’s Python SDK, empowers data scientists to build cutting-edge ML and AI models by leveraging Quantexa’s robust Network features and Knowledge Graphs. In this guide, we’ll walk you through extracting and…
Academy Support Call Schedule
This post will have the latest information on Quantexa Academy Support Calls. The Academy Team will post a comment below to inform you of any cancellations for the week. To ensure you are up-to-date on the schedule, we recommend bookmarking this post so you receive a notification informing you of the updates. To bookmark a…
Join us to hear from the Quantexa Product Team!
About the event Join our Product leaders for a webinar which will give insight into Quantexa's vision and roadmap. We'll explain how we prioritise what we work on and introduce our new Product & Ideas portal - which gives you more transparency into our roadmap and shows how you can influence our path forwards. “The Voice…
Scoring Concepts: Scenarios & Risk Factors
This guide explains how to differentiate between Scenarios and Risk Factors. At Quantexa, we aim to give our clients meaningful Alerts. We focus on those that pose the highest risk to investigators. This article targets Business Analysts, Business End Users, and Subject Matter Experts (SMEs). It focuses on individuals…
📖 New Article: Decision Making Beyond Local Graph Context
When investigating an Entity in the Quantexa Graph, how do you ensure you're not missing critical context? Expanding through the Graph can reveal important connections, but going too far can lead to information overload. This new article by @Matthew_Jackson explores how Multi-hop Graph Analysis helps investigators uncover…
Data Streaming Design Principles to Enrich Information in Kafka Input Messages
This article provides practical solution designs to enrich information in incoming messages and align them with Quantexa's Streaming Tier (Document Model) definitions, leveraging lookup principles to ensure seamless integration and efficient operation. The Quantexa Streaming Tier is a critical component for enabling…
Introducing the Quantexa Streaming Best Practice Hub
We're excited to announce the launch of the Quantexa Streaming Best Practice Hub – a curated collection of technical guidance, real-world examples, and expert insights to help you build smarter, faster, and more maintainable streaming solutions on the Quantexa Platform. Whether you're an Engineer, Architect, or Product…
FAQ: Gradle taking too long to index
FAQ relevant for: all Academy versions When opening IntelliJ on the Academy VDIs, dependencies may take too long to load, causing the project to not index properly. This happens because IntelliJ attempts to download dependencies but fails as the VDIs do not have access to the internet. We can stop this happening by putting…
FAQ: Academy Documentation Links
Hey all! Here are some useful links for the Academies: ETL Configuring .qmodel files Configuring .qentity files Entities, Start Paths, and traversals Defining Traversals Defining Compounds Defining Elements Quantexa Core Library Core Traversals Core Elements Core Templates Address Business Individual Core Compounds Address…
Project Documentation to support you in upgrading Quantexa
One of Quantexa's priorities is to unlock the potential of your data while enabling customers to form their own self sufficient decision intelligence capability. Our Documentation team has outlined the requirements for upgrades, allowing you to prioritise needs against business benefit. This allows customers to assess…
Quantexa and Accenture work together to help end tax fraud!
Check our this new Quantexa and Accenture eBook - Quantexa and Accenture Work Together to Help End Tax Fraud. Together, we're working with revenue agencies, governments, corporate-level tax authorities, and other tax departments to help gain access to more accurate data they can trust. They are better able to analyze,…
WIP - Score Rolling Behaviour
Please respond to the below questions: Has this content piece had a technical review by a TL (from a content accuracy and editorial perspective) Technical / Product content only The editorial review must follow guidance from the Docs team, please use the resources linked at the bottom. If part of the Tech Lead…
Accenture Named 2025 Innovation Partner of the Year
Thrilled to announce that Accenture was named 2025 Innovation Partner of the Year at last night's QuanCon25 event. Many congratulations to the entire Accenture team on this great news and awards!
KPMG named 2025 Growth Partner of the Year
So exciting to share that KPMG has been honored as Quantexa 2025 Growth Partner of the Year at last night's QuanCon25 event. Many congratulations to the entire KPMG team! Thank you for your partnering with Q for success!

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Community Library

Delve into Quantexa how-to guides, articles & blogs

7. Optimizing Entity Resolution and Graph Expansion to Enhance Performance of Streaming Solutions
Introduction Entity Resolution (ER) and graph expansion are fundamental components of high-performance streaming solutions, particularly in near real-time detection use cases. These processes help identify Entities, relationships, and connections that support risk detection, fraud prevention, and other analytical…
6. Searching Entities from the Quantexa Entity Store Without Document Ingestion
Designing solutions that leverage the Quantexa Entity Store often requires a flexible approach, particularly when you need to test or retrieve Entities without fully ingesting a Document into the platform. In such scenarios, Quantexa’s Search Related Entities REST API provides an efficient means to query Entity Store,…
Tips & Tricks for Managing Large and Complex Networks
As an Investigator, you may have found that Entities and Networks are helpful for identifying potential risk in the investigation process, using connections across documents and Entities. However, seeing all the available data connected through transaction flows, trades, direct links, or indirect links can present its own…
6. 🎥Webinar - One System, Many Solutions: Quantexa for Multiple Use Cases
This webinar discusses how organisations can best support multiple use cases within a single Quantexa system. Learn how Quantexa Platform components can be reused and shared to save costs, whilst maintaining the independence and flexibility critical to meeting the requirements of each business application. In this session,…
How I Became a... Technical Lead (TL)
Meet Kayla… Hi, I’m Kayla and I’ve been a Data Engineer with Quantexa for five and a half years, holding the role of Technical Lead for three of those. At Quantexa, a Technical Lead (TL) is responsible for meeting the deliverables and success criteria that have been set. As a TL, I lead technical teams comprised of…
Decision making beyond local Graph context
Background When investigating an Entity in the Quantexa Graph, it is common for an investigator to start from the Entity in question, and expand through the Graph along related documents and Entities to find relevant linked information. This is standard practice in many contexts, for example in various risk applications,…
How I Became a... Lead Data Engineer
Meet Charlotte… My current job title is Lead Data Engineer, but this captures a variety of activities. The things I’m responsible for range from technical leadership of a project team (coordinating the Development Team and contributing to the technical work needed to deliver the Quantexa), to leading the Data Practice…
Revolutionizing SME Classification: Quantexa's Scalable Solution
This article describes Quantexa's new SME (Small or Medium Sized Enterprise) classifier. Our classifier has been informed by European Commission rules. It has been implemented to be able to scale for large legal hierarchies. Introduction The world we know today is built on the premise of successful organisations and…
What Can Network Structure Tell Us About Risk?
By Matt Jackson and Christina Tkachenko Background Corporate registry Documents provide useful structured information for use in risk modelling. In particular, the information within can be a good indicator of suspicious activity. Yet, sometimes this information is not enough to inform a decision or take an action. By…
4. How to add Edge Labels to the Quantexa UI
This article covers the importance of Edge Labels and walks through the necessary setup to display them in your User Interface (UI). What are Edge Labels? A Network in the Quantexa UI consists of a collection of Nodes (Documents or Entities) and Edges representing a relationship between those Nodes. Edge Labels are added…

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