Reflections on Graph Analytics at the 7th annual Australian Government Data Summit
by Terry Goodman, Founder of Intech Solutions](https://www.intechsolutions.com.au/section/bconnecting-the-dots-with-tigergraph-b-reflections-on-graph-analytics-at-the-7th-annual-australian-government-data-summit/) - The data analytics business is all about connecting the dots of particular situations without having to experience them directly. One of the best ways of achieving this is with extremely fast, highly scalable graph database/analytics platforms. Gartner estimates that the application of graph processing and graph database management systems will grow at 100 percent annually through 2022, “to continuously accelerate data preparation and enable more complex and adaptive data science.” - [Identity Resolution in Graph Data
Techniques for optimising data quality for identity resolution with graph databases
by Terry Goodman, Founder of Intech Solutions](https://www.intechsolutions.com.au/section/webinar-data-quality-for-identity-resolution-in-graph-techniques-for-optimising-data-quality-for-identity-resolution-with-graph-databases-by-terry-goodman-founder-of-intech-solutions/) - A highly informative presentation that delves into modern techniques for optimising data quality for identity resolution with graph databases. The content of the presentation includes: * Introduction and definition * Graph schema design(s) for identity resolution * Transforming/parsing data to optimised schema design * Enhancing data for identity resolution * Identity resolution algorithms with graph. The full presentation can be viewed in the attached article. - [Getting to ‘True’ with Single Customer View](https://www.intechsolutions.com.au/section/single-entity-view-getting-to-true-with-single-customer-view/) - Let me introduce you to Mr Peter Jones. According to my customer database, he lives at 16 Cavendish Street in the Sydney suburb of Stanmore. However, I also have a record of a ‘P Jones’, who supposedly lives at 1/6 Cavendish Lane in the Sydney suburb of Enmore. In my database, I also have a record of a ‘Pete F. Jones’ purchasing one of my company’s products, and another transaction, recorded several months later, where a ‘PF Jones’ orders the same item. Who are these multiple mysterious ‘Mr Jones’ personages who are apparently residing in close vicinity to one another in the inner-city suburbs of Australia’s largest city, and purchasing similar products from my company? Would it surprise you to learn that they are actually one and the same person? - [Video: Graph database analytics for investigations, compliance and fraud detection](https://www.intechsolutions.com.au/section/video-graph-database-analytics-for-investigations-compliance-and-fraud-detection/) - Terry Goodman, Managing Director of Intech Solutions, delivered a keynote address on Graph Database analytics at the 7th Annual Australian Government Data Summit - 2021. Terry included an interesting case study describing the Australian Tax Office (ATO) adoption of the TigerGraph graph database, a modern graph solution winning global applause for its unrivalled speed and scalability. You can view Terry's full presentation in this blog. - [Conference: The Future of Data and Analytics post Covid-19
by Terry Goodman, Founder of Intech Solutions](https://www.intechsolutions.com.au/section/conference-the-future-of-data-and-analytics-post-covid-19/) - December 19, 2021 Correlation tells you how numbers interacted in the past, but it doesn’t tell you the structure of that data. After a shock, the ability for data leaders to forecast future scenarios is so much harder, as you can’t just draw on previous trends. This panel will examine: What will the post-COVID business look like? To - [Part 2: Artificial Intelligence Fundamentals: Get Your Data Quality Sorted First!](https://www.intechsolutions.com.au/section/artificial-intelligence-fundamentals-part-2/) - There's a presumption that artificial intelligence means that computer programs are intelligent in their own right. This is simply not true. AI only acts on information that it's been given. This means there's no real ‘intelligence’ in AI at all. Rather, AI learns from data and uses that to make predictions. Because it does not have intelligence of its own, there are some clear examples where AI gets things wrong. - [Part 1: Solving the AI puzzle: The importance of data quality](https://www.intechsolutions.com.au/section/artificial-intelligence-fundamentals-part-1/) - I've been working in the field of artificial intelligence for about 40 years now, and for most of that time, ‘AI’ was seen as something of an esoteric pursuit to which no-one really paid much attention. But everything changed almost exactly a year ago to the day when OpenAI released ChatGPT, which captured people's imaginations across the world. - [From the Office to the Cloud
- A tale of transition and transformation](https://www.intechsolutions.com.au/section/from-the-office-to-the-cloud/) - A recent customer success story illustrates the benefits of moving to IQ Cloud, Intech Solutions’ hosted web service for handling large volumes of address validation and geocoding processes. Companies of all sizes and complexity, both in Australia and internationally, are either getting on board with digital transformation or risking being left behind in an increasingly cloud-focused world. Intech Solutions delivered such a transformation for one notable client of ours in 2023, who provided some helpful feedback for other organisations considering this move. - [The Tiger in the Forest](https://www.intechsolutions.com.au/section/anti-money-laundering-beating-the-odds-with-graph-databases-copy/) - There’s a well-known saying: “Can’t see the forest for the trees”, the meaning of which is easily understood. That is, if you focus too much on the small details, you won’t see the big picture. It’s a helpful maxim for life and business. But what if you find yourself in a situation where the tiny details are incredibly important? What if you find your business has become the victim of fraudulent activity? The nature of fraud is that it is all about deception – hiding wrongdoing in the details of business communications and transactions by someone trying to make illicit financial gains. - [Anti-Money Laundering: Beating the Odds with Graph Databases](https://www.intechsolutions.com.au/section/anti-money-laundering-beating-the-odds-with-graph-databases/) - The thorny issue of money laundering hit the headlines again recently with an announcement from Austrac that it was set to bring court action against SkyCity Entertainment Group after the regulatory agency found “systemic failures” in the casino operator’s approach to anti-money laundering (AML). Amongst an extensive list of allegations, one key point stood out. Austrac said SkyCity “did not have a transaction monitoring program to monitor transactions and identify suspicious activity that was appropriately risk-based or appropriate to the nature, size, and complexity of SkyCity.” - [Digging in the Dirt – Spotting Money Laundering with Graph Databases](https://www.intechsolutions.com.au/section/overcoming-money-laundering-with-graph-database/) - In 2020, Australia’s financial crime watchdog AUSTRAC hit the Westpac bank with the biggest penalty in Australia’s corporate history – $1.3 billion – for failing to spot and stop more than 23 million instances of money laundering. It seems like it would be hard to miss 23 million occurrences of anything – but therein lies the challenge for spotting money laundering in today’s global digital economy. So, how big is the problem, and what can be done about it? - [Event: Australian Government Data Summit Presentation](https://www.intechsolutions.com.au/section/australian-government-data-summit-presentation/) - Unlock the power of data to make informed policy decisions and successfully deliver services. We are excited to announce that Terry Goodman, Managing Director of Intech Solutions, is one of the Keynote Speakers. - [Australian Taxation Office becomes a TigerGraph customer](https://www.intechsolutions.com.au/section/australian-taxation-office-becomes-a-tigergraph-customer/) - TigerGraph, the only scalable graph database for the enterprise, and Intech Solutions, a leading provider of information quality solutions, recently announced a multi-year deal with the Australian Taxation Office (ATO). A graph database and graph analytics, provided by TigerGraph and implemented by the ATO with support from Intech, will help the ATO detect intricate and multi-layered relationships between individuals and organizations, supporting the ATO’s efforts to reduce tax avoidance. - [Managing Risk and Preventing Fraud with Graph Databases
by Terry Goodman, Founder of Intech Solutions](https://www.intechsolutions.com.au/section/managing-risk-and-preventing-fraud-with-graph-databasesby-terry-goodman-founder-of-intech-solutions/) - While online fraud continues to become more sophisticated, so too does the technology to detect it. Modern day fraudsters and money launderers operate predominantly in the digital world, and for this reason the TigerGraph Graph Database has been designed to provide the deep, ultra-quick analyses of large datasets that is needed for real time fraud detection. In a world that is doing business online at increasing volumes and speeds, a system that can filter out fraud in real-time will build all the trust you’ll ever need to succeed. - [Conference: Public Sector AI & Data Showcase
Showcasing TigerGraph graph database. Hotel Realm, Canberra, Tuesday 7 December 2021.](https://www.intechsolutions.com.au/section/conference-public-sector-ai-data-showcase/) - While online fraud continues to become more sophisticated, so too does the technology to detect it. Modern day fraudsters and money launderers operate predominantly in the digital world, and for this reason the TigerGraph Graph Database has been designed to provide the deep, ultra-quick analyses of large datasets that is needed for real time fraud detection. In a world that is doing business online at increasing volumes and speeds, a system that can filter out fraud in real-time will build all the trust you’ll ever need to succeed. - [Searching for solutions to supply chain disruption? Graph databases may be the answer.](https://www.intechsolutions.com.au/section/searching-for-solutions-to-supply-chain-disruption-graph-databases-may-be-the-answer/) - As the global COVID-19 pandemic runs into its third year, you would be hard pressed to find a business or individual that has not been affected in some way by the disruption that the virus has caused to global supply chains. Now, as the virus continues to evolve and whole countries once again find themselves having to tackle new outbreaks, it’s clear that global supply chains are going to feel the ongoing impacts for a long time yet. For businesses everywhere, finding ways to successfully navigate these unfamiliar seas will be the new normal. ‘Adapt or die’ will be the driving principle. - [Event: Join us at the CDAO (Chief Data & Analytics Officer) New Zealand conference. Now online on 16th & 17th November 2021](https://www.intechsolutions.com.au/section/join-intech-solutions-at-the-cdao-new-zealand-data-conference/) - Now in its fifth year, CDAO ((Chief Data & Analytics Officer) NZ brings together New Zealand’s largest gathering of Senior Level Data and Analytics Executives to explore what 2022 will have in store. This year the conference is being held online on 16th & 17th November. Terry Goodman, Intech Founder, will be participating on "The Future of Data and Analytics post-Covid" panel. Key themes for this year include awakening data investment, managing data risk through strong governance, data accuracy and sustaining and scaling data success. ## Pages - [New Homepage](https://www.intechsolutions.com.au/) - Data Quality, Data Management and Address Validation Solutions Arrange a Meeting Request a Demo Free Address Validation or Geocoding Trial Play Play Data Validation and Data Management Solutions Play Play Arrange a Meeting Request a Demo Free Address Validation or Geocoding Trial Address Validation & Geocoding Address Validation & Geocoding Address validation and location intelligence - [Contact us](https://www.intechsolutions.com.au/contact-us/) - Intech Solutions - Contact us Contact Us Form Please enable JavaScript in your browser to complete this form.Please enable JavaScript in your browser to complete this form.Name *FirstLastOrganisation *Work Email *PhoneMessage *PhoneSubmit Locations Australia (Head Office) Level 7, 35 Spring St Bondi Junction NSW 2022 ABN 45 002 812 697 Tel : +61 2 8305 - [Team Members](https://www.intechsolutions.com.au/team-members/) - Intech Solutions Team Members Meet the team Intech Solutions prides itself on its knowledgeable and approachable staff. We have over 20 years experience delivering high performance solutions, on time and on budget. Senior staff members include: Terry Goodman Managing Director Terry has over 30 years experience in IT and Information Quality. Terry is the managing - [Blogs & Webinars](https://www.intechsolutions.com.au/blogs-and-webinars/) - Blogs & Webinars Blogs & Articles Videos Events & Webinars All Powering Smarter Market Intelligence Intech Solutions supports RDA Research by providing the address parsing and geographic coding capabilities that underpin RDA’s appending and tagging applications. The partnership has enabled RDA to transform raw address data into actionable location intelligence, helping clients across multiple countries - [Address Validation API for CRM Platforms](https://www.intechsolutions.com.au/address-validation-api-for-crm-platforms/) - Ensure accurate addresses, reduce shipping errors, and improve customer satisfaction with our powerful CRM address validation API. Easy integration, real-time verification. - [Address Validation New Zealand](https://www.intechsolutions.com.au/address-validation-new-zealand/) - New Zealand address validation service/software provides efficient, robust address validation and geocoding. Address validation API or as standalone software. - [Address Validation Australia](https://www.intechsolutions.com.au/address-validation-australia/) - Australian address validation service/software provides efficient, robust address validation and geocoding. Address validation API or as standalone software. - [Security](https://www.intechsolutions.com.au/security/) - Intech Solutions Vulnerability Disclosure Policy Intech Vulnerability Disclosure Policy Purpose of the VDP Intech Solutions (Intech) is committed to protecting the products and systems that we deliver, and the information held within them. This vulnerability disclosure policy (VDP) provides information on what to do and not to do if you, as a security researcher, discover - [Address Validation API for eCommerce Platforms](https://www.intechsolutions.com.au/address-validation-api-for-ecommerce-platforms/) - Ensure accurate addresses, reduce shipping errors, and improve customer satisfaction with our powerful ecommerce address validation API. Easy integration, real-time verification. - [Customer 360](https://www.intechsolutions.com.au/customer-360/) - Intech Solutions are customer 360 developers for companies and governments throughout Australia and New Zealand. We can help you to successfully implement graph database solutions for your application or scenario. - [Recommendation Engines](https://www.intechsolutions.com.au/graph-recommendation-engines/) - Intech Solutions are graph recommendation engine developers for companies and governments throughout Australia and New Zealand. We can help you to successfully implement graph database solutions for your application or scenario. - [Graph Fraud Detection](https://www.intechsolutions.com.au/graph-fraud-detection/) - Intech Solutions a graph fraud detection developer for companies and governments throughout Australia and New Zealand. We can help you to successfully implement graph based fraud detection solutions for your application or scenario. - [Graph Databases](https://www.intechsolutions.com.au/graph-databases/) - Graph Database Developers Intech Solutions are graph database developers for companies and governments throughout Australia and New Zealand. - [Single Customer View](https://www.intechsolutions.com.au/single-customer-view/) - Intech are experts in Single Customer View Solutions: Single Customer View Databases, Software & Platforms. Find your single source of truth. - [Master Data Management](https://www.intechsolutions.com.au/master-data-management/) - Intech Solutions are master data developers for companies and governments throughout Australia and New Zealand. We can help you to successfully implement MDM solutions for your organisation. - [Geocoding Software](https://www.intechsolutions.com.au/geocoding/) - IQ Office Geocoding software/service provides efficient, robust address validation and geocoding. Geocoding API or as standalone software. View demo - [Address Validation International](https://www.intechsolutions.com.au/address-validation-international/) - IQ Office address validation software provides efficient, robust international address validation and geocoding. Address validation API or as standalone software. - [Address Validation](https://www.intechsolutions.com.au/address-validation/) - IQ Office address validation software provides efficient, robust address validation and geocoding. Address validation API or as standalone software. View demo - [Our work with government](https://www.intechsolutions.com.au/government-solutions/) - Government Solutions End-to-end solutions for all government agencies Government Solutions Intech Solutions delivers high quality, end-to-end solutions in complex business and technical environments across all levels of government throughout Australia and New Zealand. Whether the requirement is for immediate and accurate identity information, reduced costs of bad data, or creating operational efficiencies, our solutions are - [Secure Hosting Platform](https://www.intechsolutions.com.au/secure-private-cloud/) - IQ Cloud Secure Platform Advanced cloud hosting solutions SaaS on Secure Cloud Intech has been delivering quality, cloud-based solutions for almost two decades. These range from full-featured solutions that provide the lowest cost to the broadest range of users, through to tailored solutions with specific configurations and enhanced levels of support. Intech’s secure cloud platform, - [Intelligence Analytics](https://www.intechsolutions.com.au/intelligence-analytics/) - Intelligence Analytics Quality data that yields the insights to detect and disrupt crime Intelligence Analytics Intech helps provide organisations with the ammunition they need to detect and disrupt all crime types, including complex fraud. Intech’s products are designed to enhance data quality, identify relationships and form connections across disparate sources of information in real time. - [Data Migration](https://www.intechsolutions.com.au/data-migration/) - Data Migration Advanced data transformation framework Data Migration Data migration is the process of moving data from one application to another. Technically, this may include transferring data between computer systems, formats, structures and types. Data migration is frequently the result of implementing new systems that provide a greater capability to utilise the data as compared with - [Web-based Batch Postal Barcoding](https://www.intechsolutions.com.au/iq-easy-post-web/) - IQ Easy Post Web Any browser, any time IQ Easy Post Web The IQ Easy Post Web Service utilises the convenience of the internet to provide a cost effective Australia Post AMAS-compliant solution for processing data in preparation for Australian bulk mail lodgement. The self-managed process will reformat your address into the compliant Australia Post - [TigerGraph Database](https://www.intechsolutions.com.au/tigergraph-database/) - TigerGraph Database TigerGraph's database is a truly transformational technology The TigerGraph Database As the world’s first graph database system built from the outset to support the massively parallel calculation of queries and analytics, TigerGraph is genuinely capable of delivering real-time analytics on web-scale data. From its first benchmarking tests, the software was shown to load - [IQ Office for record matching](https://www.intechsolutions.com.au/iq-matcher/) - IQ Matcher Top-tier probabilistic matching engine IQ Matcher IQ Matcher is a high performance probabilistic record-matching engine that integrates and matches data from multiple sources. IQ Matcher identifies duplicates to the user in an intelligent and transparent way to allow automatic merging of records or manual review. “IQ Matcher is the most transparent product I - [Identity resolution, data matching and identity search](https://www.intechsolutions.com.au/identity-resolution-data-matching-and-identity-search/) - Identity resolution, data matching and identity search Advanced data matching and search solutions Identity Resolution, Data Matching and Federated Search Fast, flexible and highly scalable identity resolution, data matching and identity search solutions from Intech enable end-users to search a database and locate a record, even when major differences exist in the search input. This - [IQ Office for Data Cleaning](https://www.intechsolutions.com.au/iq-standardiser/) - IQ Standardiser Transform your data to meet industry standards IQ Standardiser IQ Standardiser is a high performance data transformation engine designed to standardise, enhance, and validate almost any type of data into a structure that conforms to organisational standards. IQ Standardiser is typically used for batch processing, but its functionality can be extended to real-time implementations. Out - [IQ Office Overview](https://www.intechsolutions.com.au/iq-office/) - Intech Software Your complete information quality package IQ Office® provides a complete solution to resolve Information Quality (IQ) issues in complex, high-volume and multi-platform business environments. 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They specialize in the development, distribution and application of synthetic population models. Their scope of operations is the anglosphere countries of Australia, Canada, Great Britain, New Zealand and the United States. 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Address validation is a systematic process that compares an address provided by a user to an authoritative list of true addresses for the purpose of enhancing the accuracy and consistency of an address record. Geocoding is the process of transforming - [GraphStudio Features](https://www.intechsolutions.com.au/graphstudio-features/) - GraphStudio GraphStudio – The simple, yet powerful GUI that powers TigerGraph GraphStudio Features TigerGraph’s powerful graphical user interface (GUI) — GraphStudio™ — brings together all elements of graph data analytics, integrating them into a single, simple, and highly usable application. 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Read More » Intech Solutions - [TigerGraph overview](https://www.intechsolutions.com.au/tigergraph-overview/) - TigerGraph Highly scalable graph database solutions for large business & government TigerGraph overview TigerGraph is a scalable graph database, built especially for the enterprise. Regardless of the size or complexity of your dataset, TigerGraph can tackle it in real time, to deliver all the benefits you expect from an enterprise-level graph database solution. Graph Analytics - [Online Services](https://www.intechsolutions.com.au/online-services/) - Intech Solutions Online Services Overview Intech Online Services This document describes the online services that are available for purchase from Intech Solutions Pty Ltd ABN 45 002 812 697 (“Intech”) on its Website. IQ East Post Web Service Description This service provides a solution for processing data in preparation for Australian barcoded mail lodgement. 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