Recent Content
Coming Soon: Your New Quantexa Community Launches Wednesday 21st May!🚀
🚀🚀🚀We’re just about ready to welcome you to the new Quantexa Community, launching on Wednesday, 21st May! 🚀🚀🚀 Here’s what you can expect: ✅ Your existing login will still work – no need to reset your password. 🔗 Bookmarked URLs will continue to work – your saved links will take you right where you need to go. 🛠️ Support remains the same – the team is here if you need anything during or after the move. 🌟 Exciting new features and content – easier navigation, smarter notifications, and more ways to connect. Want to Get Involved? There’s still time to contribute to shaping the new Community: 📝 Sign up for user testing and feedback sessions 💌 Share ideas in the Community Suggestion Box 📊 Keep an eye out for post-launch surveys – your input matters! A reminder of 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. Our new community platform will offer: 💬Better conversations with improved discussion features 🔔Smarter notifications so you never miss important updates 🎉More events, resources, and ways to get involved ✨We can’t wait for you to explore everything the new space has to offer. Thanks for being part of the Quantexa Community!✨
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 Owner, this space has been designed to support you throughout your streaming journey. What’s in the Hub? You’ll find a growing set of resources, including: Streaming best practices – Proven architectural patterns, delivery guidance, and maintainability tips from implementations across Financial Services, Government, and other sectors. Deep-dive technical articles – Topics such as Kafka internals, message ordering, stream optimization, backpressure handling, custom scoring apps, and performance tuning. Persona-based guidance – Actionable recommendations tailored to different roles across delivery and platform teams. Solution patterns – Practical examples of how Quantexa streaming supports real-time detection, scoring, enrichment, and resolution use cases. Blog series – Honest, hands-on posts drawn from real implementation experiences and lessons learned in the field. Why this matters? Quantexa streaming is powerful, but great outcomes rely on strong solution design and platform alignment, not just configuration. This hub exists to help you get there faster and more confidently, with guidance built on real-world challenges and delivery experience. It’s also about helping you deliver resilient, scalable, and easy-to-maintain streaming solutions. Where to find it? The Streaming Best Practice Hub is now live on the Quantexa Documentation site and the Quantexa Community. You can jump straight into some key content below: Documentation Site Streaming best practices Planning a streaming solution Designing data ingestion pipelines Deploying a streaming solution Monitoring a streaming solution Debugging and troubleshooting Community Platform Architecture: Kafka Streaming Using Quantexa Kafka Streaming for the First Time Designing a Kafka Solution to Meet Functional and Non-Functional Requirements Data Streaming Design Principles to Enrich Input Messages Lessons Learned from a Streaming Lending Fraud Project Maintaining Message Ordering in Kafka Searching Entities Without Document Ingestion Optimizing Entity Resolution and Graph Expansion Help us grow this? This is just the beginning—we want this hub to evolve based on your needs. If there’s content you’d like to see added or challenges you’d like help addressing, we’d love to hear from you. Your feedback and ideas will directly shape future updates, and contributions are always welcome. To share your thoughts, feel free to leave a comment on this post or email us at community@quantexa.com.
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 allows the team to identify, prioritize, and fix any potential underlying issues that could be reducing Entity quality. These checks must be completed as part of the initial deployment, but also periodically over the lifetime of the deployment. New product functionality, and data changing, may mean configuration needs to be changed, or enhanced over time. Topics covered: Entity Resolution Health Checks Pre-requisites Resolver JSON configuration health check steps Perform a comparison to the latest core Resolver JSON configuration Review configured Element exclusion criteria Review configured exclusions for Compounds in the relevant template Compound model health check steps Are all required Compounds being generated in ETL for the relevant Document types? Are Compounds being generated to populate elements required for exclusions in other Compounds? Do the traversals all look sensible? Do you have good coverage of unit tests? Parsing Health Checks Pre-requisites Parsing health check steps Is your deployment using the latest versions of Parsers? Has your deployment applied custom Parsing functions or wrappers? How does your Parsing compare to best practice Parsing? How well are the Parsers performing per source and country? How well-populated are the Parsed fields?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. Our new community platform will offer: 💬Better conversations with improved discussion features 🔔Smarter notifications so you never miss important updates 🎉More events, resources, and ways to get involved What You Need to Do There is nothing to do for now! We will share all the information you need ahead of the move. Want to Get Involved? 📝 Sign up to get involved in Community testing and feedback sessions. 💌 Drop us a note into the Community Suggestion Box. 📊 We’ll be sending out surveys after launch – give us your feedback. Thank You!
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 flattening documents and entities from Parquet files, re-ingesting model outputs into Quantexa, and implementing QPython in your workflows. Whether you're new to QPython or looking to refine your expertise, this article will equip you with the knowledge to deploy it effectively and elevate your data science initiatives. See the full guide (login required): Using QPython for Analytics and Data Science Teams - Quantexa Community 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…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 of the Customer is one of the most important inputs into our product process and helps us evaluate the development needed to best serve our customer base and target markets. The access that the Ideas Portal provides to direct customer feedback and thinking is incredibly valuable as part of the shaping of Quantexa's Product in both the short and longer term.” Adam Lawrance-Owen – VP Product RSVP here (Log in) On the agenda: Product vision and strategy Adam Lawrance-Owen, VP Product, will explain our product vision and our path to category leadership in Decision Intelligence Introduction to Product at Quantexa Adam will then explain what product management is all about and why it’s critical to the success of a software company, as well as how we do it at Quantexa Launching our New Community Product & Ideas Portal Anastasia Petrovskaia, Product Manager, will introduce the new portal, explaining the importance of Voice of Customer, Challenges faced in capturing this, and the new approach together with its benefits. Roadmap update Ana will discuss how product vision and strategy will drive a customer focused roadmap going forward How to use the Portal Quantexa's Community team will walk through how to use the Portal, from reviewing ideas to adding feedback, to watching as they progress and become a part of Quantexa Q&A Join for live Q&A 💬 You can also submit questions in advance below or by sending them to community@quantexa.com.
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 through the following lenses: Which functionality update would help bring value to your organisation? Can additional functionality unlock other opportunities for Decision Intelligence in your organisation Are there any further technical or architectural requirements to consider when planning functional upgrades? How will these upgrades help with your end-user experience, or; Further the technical improvements of the platform? Where can you find this information? 📚️ As the Quantexa Releases are announced, the Documentation site explains the functional and non-functional updates, how they work, and how to implement the upgrades. As a Quantexa customer or partner, you will be able to access information around best practices to follow when upgrading your version of the Quantexa Platform on our Documentation site. In this section you will find guidance around Performing upgrades, Maintaining upgradable Quantexa implementations and Ongoing development during upgrades. Additionally, you can stay updated with the latest releases by subscribing to Release Announcements or reach out to your TAP (formerly CSMs & SSMs) to set up a meeting with the required team members. Quantexa can demonstrate the functional updates and discuss the benefits and effort requirements in order to help you plan out your platform roadmap, for your current needs or those you may have in the future. We are here to support you in any way you need. Additional resources For more information check out our blog: So you want to perform an upgrade? 💬 Do you have any questions or thoughts around scaling/upgrades that you would like to discuss with other Quantexa customers and experts? Ask your question in Quantexa Platform Support.
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, manage, and unify disparate data, uncover hidden risks, and drive proactive, predictive decision-making at scale. With the team’s deep knowledge of complex regulatory and compliance environments, organizations can improve strategic processes. Used with other automated identity theft and fraud detection implementations, the team helps them to effectively combat criminal efforts by today’s global tax fraudsters. Download a copy of the paper here. https://www.quantexa.com/resources/quantexa-and-accenture-work-together-to-help-end-tax-fraud/
