{"id":11142,"date":"2022-06-15T15:24:44","date_gmt":"2022-06-15T14:24:44","guid":{"rendered":"https:\/\/ee.yelkdev.site\/?p=11142"},"modified":"2024-12-10T02:37:00","modified_gmt":"2024-12-10T02:37:00","slug":"supporting-austrade-data-practice","status":"publish","type":"post","link":"https:\/\/www.equalexperts.com\/blog\/our-thinking\/supporting-austrade-data-practice\/","title":{"rendered":"Supporting Austrade to embrace world-class data practice"},"content":{"rendered":"<p>Last month, I had the great honour of being invited to speak at Austrade\u2019s Data Champions conference, a quarterly convention for the Federal Government\u2019s Australian Trade and Investment Commission.<\/p>\n<p>Serving a wide range of stakeholders\u2014both at home and internationally\u2014the <a href=\"https:\/\/www.austrade.gov.au\/\" target=\"_blank\" rel=\"noopener\">Australian Trade and Investment Commission<\/a> (also known as Austrade) delivers services to grow Australia\u2019s economic prosperity. It\u2019s all about helping businesses go further, faster. Obviously, data plays a huge role in their approach to high quality service provision.<\/p>\n<p>To support the team in their excellent work, I was happy to deliver a brief presentation on the importance and value of <a href=\"https:\/\/playbooks.equalexperts.com\/data-pipeline\" rel=\"noopener\">data pipelines<\/a>.<\/p>\n<p>This included some of the new ways we think about, and work with, data at Equal Experts. Plus\u2014given Austrade\u2019s focus on \u2018connecting Australian businesses with the world\u2019\u2014some of our learnings from embedding leading data practice through our ongoing collaborations with <a href=\"https:\/\/www.gov.uk\/government\/organisations\/hm-revenue-customs\" target=\"_blank\" rel=\"noopener\">Her Majesty\u2019s Revenue &amp; Customs (HMRC)<\/a>; the United Kingdom\u2019s equivalent of the <a href=\"https:\/\/www.ato.gov.au\/\" target=\"_blank\" rel=\"noopener\">Australian Taxation Office (ATO)<\/a>. Over a working partnership of many years, we\u2019re proud to note that Equal Experts is one of the top five resource providers for HMRC. We\u2019ve worked together on everything from cutting-edge fraud detection mechanisms to transitioning from physical infrastructure to the cloud.<\/p>\n<p>In contrast, this event was singularly focused and all about data.<\/p>\n<p>Here are some of the key points that seemed to resonate throughout the presentation.<\/p>\n<h2>1. Data can\u2014and should\u2014be agile.<\/h2>\n<p>Historically, and in many large-scale organisations around the world today, there\u2019s a tendency to conceptualise and treat data in a certain way. In many instances, it\u2019s a case of approaching data without any sense of fluidity or immediacy.<\/p>\n<p>In the old world, data isn\u2019t something to be dynamically accessed. It\u2019s built up over time and then used to create reports retrospectively based on insights gleaned from the material. Additionally, there\u2019s a prevailing conception that data is slow to establish; you need to build up expanses of information before any meaningful implementation.<\/p>\n<p>In fact, the opposite is true. With the right approach, you can act much more fluidly and create real business value in real-time.<\/p>\n<p>For example, we design and implement data pipelines with highly reusable patterns; this ensures organisations can rapidly create new data pipelines as use-cases or business requirements evolve. And they do, and should, evolve.<\/p>\n<p>If something changes in your organisation\u2014the source of data, the use case associated with the data being collected, the utility of how or why that data is important\u2014then you need to evolve your pipeline(s) to reflect those developments. This is where the concept of agile data practice comes to the fore.<\/p>\n<blockquote><p>There\u2019s a valuable practice of continually reviewing data pipelines, which many organisations fail to realise. Data collection and collation isn\u2019t a set-and-forget proposition, unless your organisation itself is comfortable in stasis.<\/p><\/blockquote>\n<p>We typically approach data practice through the lens of agile delivery, with practices and rituals such as:<\/p>\n<ul>\n<li>Discovery and stakeholder engagement: Collect the necessary context for any data set by incorporating business drivers, a range of data sources, your current or desired capabilities, and the reality of your IT systems. This de-risks delivery by ensuring you have everything in place to hit the ground running: clear scope, visible dependencies, defined ways of working, and a delivery plan.<\/li>\n<li>Iterative delivery: Short sprints with continuous feedback help deliver value rapidly and frequently throughout the process. Competitors talk about data in the context of delivering value by the 6-month mark; we prefer to deliver cyclical value every 3-4 weeks.<\/li>\n<li>Continuous review: Regular review intervals enable stakeholders to continuously validate progress and decide when, and how, to release end users.<\/li>\n<li>Launch and refine: Collect feedback and refine things using a data-driven approach.<\/li>\n<\/ul>\n<h2>2. Keep unstructured raw inputs separate from any processed data streams.<\/h2>\n<p>In terms of prioritising and maintaining a level of flexibility, it\u2019s in your best interest to keep unstructured raw inputs separate from any processed data streams. This ensures you minimise the requirement to develop new end-to-end pipelines for new use cases. You simply draw data from the existing unstructured data for specific requirements as they become apparent.<\/p>\n<p>By following this practice, you can keep your data flexible, agile, and easy-to-update. Which, in turn, facilitates far more value\u2014often in real-time\u2014from the information you cultivate.<\/p>\n<h2>3. Build your technical infrastructure around your business infrastructure: start with the use-case.<\/h2>\n<p>This relates to another crucial practice outlined in our <a href=\"https:\/\/playbooks.equalexperts.com\/data-pipeline\">Data Pipelines Playbook<\/a>. It\u2019s essential that you think of data pipelines as products, not projects. This means your data pipeline should have a product owner: someone who can prioritise deliverables and assist in defining use cases.<\/p>\n<p>These use cases are critical. Effective data practice always starts with the use-case, rather than the technical implementation. A technical architecture must be driven by a business architecture, which should include the actual environment of the organisation in question.<\/p>\n<p>You simply cannot define a high performance, highly effective technical architecture without that fundamental context of business or organisational requirements. And business requirements are often defined by the use-cases of the end users of the system, and the data that it generates.<\/p>\n<p>Without detailed understanding of those use-cases, how do you calibrate and measure the efficacy of your solution?<\/p>\n<p>If you\u2019re ready to embed leading data practice at the core of your organisation, let\u2019s tee up a conversation.<\/p>\n<p>Alternatively, take a look through some of our other pieces on data pipelines:<\/p>\n<ul>\n<li><a href=\"https:\/\/www.equalexperts.com\/blog\/our-thinking\/understanding-the-role-of-data-pipelines-and-data-platforms-in-event-driven-architecture\/\">Understanding the role of data pipelines and data platforms in event-driven architecture<\/a><\/li>\n<li><a href=\"https:\/\/www.equalexperts.com\/blog\/our-thinking\/common-pitfalls-of-data-pipeline-projects-and-how-to-avoid-them\/\">Common pitfalls of data pipeline projects, and how to avoid them<\/a><\/li>\n<li><a href=\"https:\/\/www.equalexperts.com\/blog\/our-thinking\/six-essential-practices-of-data-pipelines\/\">Six essential practices of data pipelines<\/a><\/li>\n<li><a href=\"https:\/\/www.equalexperts.com\/blog\/our-thinking\/five-more-practices-that-will-ensure-a-successful-data-pipeline-project\/\">Five more practices that will ensure a successful data pipeline project<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Serving a wide range of stakeholders, the Australian Trade and Investment Commission (also known as Austrade) delivers services to grow Australia\u2019s economic prosperity. To support the team in their excellent work, I was happy to deliver a brief presentation on the importance and value of data pipelines. Here are some of the key points that seemed to resonate throughout the presentation.<\/p>\n","protected":false},"author":158,"featured_media":11150,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[5],"tags":[180,186],"location":[393],"class_list":["post-11142","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-our-thinking","tag-data-pipeline-playbook","tag-data-pipelines"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.9 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Supporting Austrade to embrace world-class data practice | Equal Experts<\/title>\n<meta name=\"description\" content=\"To support the Austrade team in their excellent work, I was happy to deliver a brief presentation on the importance and value of data pipelines.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.equalexperts.com\/blog\/our-thinking\/supporting-austrade-data-practice\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Supporting Austrade to embrace world-class data practice\" \/>\n<meta property=\"og:description\" content=\"Serving a wide range of stakeholders, the Australian Trade and Investment Commission (also known as Austrade) delivers services to grow Australia\u2019s economic prosperity. To support the team in their excellent work, I was happy to deliver a brief presentation on the importance and value of data pipelines. 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