AI is only as good as the experts who power it \u2013 and our editorial team are the beating heart of the trusted content that powers Westlaw Advantage Australia<\/a>.<\/p>\n\n\n\n Backed by specialist writers and editors with deep professional and publishing experience and expertise in law and tax, our team researches, analyses, writes, checks, cross-checks, classifies and edits our content following time-honoured conventions.<\/p>\n\n\n\n This means that our customers are getting the most authoritative, trusted and professionally validated content available in the market. For legal research, and especially for AI-enabled deep research, that difference matters.<\/p>\n\n\n\n Thomson Reuters has 74 in-house legal and tax editorial specialists in Australia and more than 1000 expert contributors and authors who research, analyse, write, cross-check, classify and edit content, which is then accessed by Westlaw Advantage Australia<\/a> via agentic AI.<\/p>\n\n\n\n Meet some of our legal and tax experts.<\/p>\n\n\n\n Christine Eldabbagh<\/strong> is one of our Australian case law managers.<\/p>\n\n\n\n Christine\u2019s team comprises more than 20 legally qualified members, with a diverse range of backgrounds, including public and private sector legal experience.<\/p>\n\n\n\n \u201cWe offer quality data to our agentic AI deep research system,\u201d Christine says. \u201cThe Cases Team provides meaningful, human-generated relationships between cases, point of law identification and case summaries, grounded in expert legal analysis, that open-source LLMs alone cannot replicate.\u201d<\/p>\n\n\n\n All new editors undertake a rigorous two-year training period from senior colleagues, some of who can offer almost three decades of experience. The training program includes exposure to multiple legal areas and case digest note writing.<\/p>\n\n\n\n A digest note is a short, tightly written summary of a single point of view arising from a court decision. Its purpose is to enable legal practitioners to quickly identify the relevant legal issue and how the court applied it, without having to read the full judgment. Digest notes focus on the law because the legal principle can be applied in later cases even when the facts differ.<\/p>\n\n\n\n \u201cThe daily workflow of our team involves reading and reviewing every judgment that comes from tribunals all the way to the High Court,\u201d Christine says.<\/p>\n\n\n\n On average, the Legal Editors receive and review 72 judgments per day (18,000 per year).<\/p>\n\n\n\n \u201cWe identify points of law and classify cases according to The Australian Digest, an historical and evolving legal taxonomy, that\u2019s existed for almost 100 years.<\/p>\n\n\n\n \u201cThis currently includes approximately 83 subject titles, from\u201d Aboriginal and Torres Strait Islander Peoples\u201d to \u201cWorkers\u2019 Compensation\u201d, and thousands of sub-categories ensuring comprehensive pin-point legal coverage for legal professional research.<\/p>\n\n\n\n \u201cOnce we identify the specialist topic that will be of interest to the legal professional, we indicate the relationships between cases such as appeals and precedents and flag any significant developments or distinctions our customers need to be aware of.<\/p>\n\n\n\n \u201cWestlaw Advantage Australia is all about everything being verifiable,\u201d Christine says. \u201cAll those sources will be there at every step to show where they’ve been accessed.\u201d<\/p>\n\n\n\n Tania Zadoroznyi<\/strong> leads the Thomson Reuters’ in-house law reports team, working with more than 100 headnote reporters in Australia. <\/p>\n\n\n\n The agentic AI deep research in Westlaw Advantage Australia provides access to the largest collection of authorised law reports in Australia. Indeed, Thomson Reuters has published the authorised reports<\/a> of the High Court of Australia, the Commonwealth Law Reports, since the court\u2019s inception in 1903.<\/p>\n\n\n\n A headnote appears at the top of a published law report as a summary that includes the key facts of the case, the legal issues that arose, and the court’s final decision.<\/p>\n\n\n\n \u201cThese reporters \u2013 who are all practising legal professionals and subject-matter experts \u2013 work with our internal team of specialist production editors,\u201d Tania says. \u201cOur editorial team brings deep expertise in legal editorial, citation accuracy, case reporting and quality assurance to our reports.<\/p>\n\n\n\n \u201cEminent legal oversight is provided by external general editors who include senior counsel, judges and other senior leaders of the legal profession, giving us our unique depth of expertise, authority and credibility.<\/p>\n\n\n\n \u201cAuthority and trust are built into every stage of our process, with multi-stage quality checks ensuring every report is accurate, reliable and fully traceable to source.<\/p>\n\n\n\n \u201cFor our authorised law reports, there is judicial review prior to publication.<\/p>\n\n\n\n \u201cThe result is content that customers can rely on with confidence \u2013 not only for traditional legal research, but also for Westlaw\u2019s agentic AI Deep Research<\/a> capability, where authoritative, verifiable source material is critical,\u201d Tania says.<\/p>\n\n\n\n Sophie Fotis<\/strong> manages one of the three Thomson Reuters commentary teams in Australia. <\/p>\n\n\n\n \u201cMany of our editors are legally qualified, with deep legal publishing experience, ensuring legislation and case citations are checked thereby providing that critical link between human oversight and reliable AI outputs,\u201d Sophie says.<\/p>\n\n\n\n \u201cThey commission and curate every piece of legal analysis, commentary, and annotation in the secondary sources suite, working closely with our expert writers, a broad and highly credentialled network of current and former judges, senior counsel, experienced barristers and solicitors, and leading academics and practitioners.<\/p>\n\n\n\n \u201cThis is not content generated or summarised by AI. It is human judgment, by an expert.<\/p>\n\n\n\n \u201cOur expertise lies in identifying the right authors, managing those relationships, and ensuring content is commissioned to a standard that meets the needs of legal practitioners.<\/p>\n\n\n\n According to Sophie: \u201cThis is a specialist skill that other Legal Tech providers without a dedicated editorial function simply can’t replicate.\u201d<\/p>\n\n\n\n Legal Publishing Manager Lara Weeks and her team publish the distinguished legal encyclopedia, The Laws of Australia<\/a><\/em> (TLA), which is included in Westlaw Advantage agentic ai deep research<\/a>.<\/p>\n\n\n\n \u201cCovering more than 320 ever-evolving subjects on Australian law, TLA is organised into 37 broad subject areas,\u201d Lara says. \u201cWe recently published content on space law, military law, internet law and artificial intelligence, for example.<\/p>\n\n\n\n \u201cOur legally qualified in-house editors are guided by our Editor-in-Chief, the former High Court justice Michael Kirby AC CMG, who oversees commissioning, defining new legal areas, and the appropriate author selection for each area,\u201d says Lara.<\/p>\n\n\n\n TLA\u2019s diverse external, and internal, team of authors includes more than 130 specialist authors and external consulting editors\/advisers on each legal subject area editors, comprising academics, practitioners and judges. They provide authoritative, trusted and verifiable content, updating commentary as well as relevant case and statute law on a monthly basis.<\/p>\n\n\n\n \u201cEvery statement of law is sourced to primary material with pinpoints and visible currency dates,\u201d Lara says.<\/p>\n\n\n\n Westlaw Advantage agentic AI Deep Research<\/a> also covers leading tax content, covering super, tax, GST and state taxes.<\/p>\n\n\n\n Principal Tax Writer Ian Murray-Jones<\/strong> leads a highly qualified in-house tax and accounting team at Thomson Reuters. The six tax writers have a diverse range of practical experience \u2013 from big accountancy to firms, banks, tax practice and academia.<\/p>\n\n\n\n \u201cWe\u2019re in the business of change,\u201d Principal Writer Ian says. \u201cTax regulation never stands still.<\/p>\n\n\n\n \u201cWe’ve got a daily news service and our well-regarded, weekly news service, The Weekly Tax Bulletin<\/a>. \u201cEvery day we\u2019re following what\u2019s happening in parliament, the ATO and the courts,\u201d Ian says. \u201cAnd there are also reports from the Productivity Commission, and the Treasury delivers draft papers and reports, requesting feedback and consultation. We’re all over these news announcements from key government agencies.<\/p>\n\n\n\n \u201cWe consider an update or proposal and try to understand what it will actually mean for people in practice on the ground \u2013 and that comes from our practical experience outside the legal and tax publishing world,\u201d Ian says.<\/p>\n\n\n\n \u201cFor example, there can be quirks in cases where they address or don’t address something. Our expert team makes sure all aspects of the case are analysed.<\/p>\n\n\n\n \u201cYou need someone with experience who can process developments and who can identify the angles and nuances that are important,\u201d Ian concludes.<\/p>\n\n\n\n With Westlaw Advantage<\/a>, you\u2019re not only getting legal research with agentic AI that doesn\u2019t just search, it plans, executes and reasons through complex legal problems end-to-end. You\u2019re also getting hundreds of years of combined experience in legal and tax practice from experts that write the content that the model searches. With Westlaw Advantage<\/a>, your legal team is scaled, strong and propelled by AI.<\/p>\n","protected":false},"excerpt":{"rendered":" Just a year or so ago the question among many lawyers was \u201cdo you use AI?\u201d Now, it\u2019s \u201cwhich AI do you use?\u201d Legal professionals are looking for the same…<\/p>\n","protected":false},"author":432,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1964,1325,625],"tags":[],"insight_job_role":[],"insight_practice_area":[],"class_list":["entry","author-timpollard","post-11812","post","type-post","status-publish","format-standard","category-generative-ai-2","category-legal","category-research-and-know-how","hentry"],"acf":[],"yoast_head":"\nA two year training program and 100 years of legal classification<\/h2>\n\n\n
![\"Christine](\"https:\/\/insight.thomsonreuters.com.au\/legal\/wp-content\/uploads\/sites\/8\/2026\/04\/Christine-Eldabbagh.png\")
<\/figure>\n<\/div>\n\n\nDeep research using authoritative and authorised court reports<\/h2>\n\n\n
![\"Tania](\"https:\/\/insight.thomsonreuters.com.au\/legal\/wp-content\/uploads\/sites\/8\/2026\/04\/Tania-Zadoroznyj.png\")
<\/figure>\n<\/div>\n\n\nCommissioning and curating leading content <\/h2>\n\n\n
![\"Sophie](\"https:\/\/insight.thomsonreuters.com.au\/legal\/wp-content\/uploads\/sites\/8\/2026\/04\/Sophie-Fotis.png\")
<\/figure>\n<\/div>\n\n\nThe Laws of Australia: 130 specialist authors, 330+ subject areas<\/h2>\n\n\n\n
Tax, it’s all about change <\/h2>\n\n\n
![\"Principal](\"https:\/\/insight.thomsonreuters.com.au\/legal\/wp-content\/uploads\/sites\/8\/2026\/04\/Ian-Murrary-Jones.png\")
<\/figure>\n<\/div>\n\n\n
Thomson Reuters in-house tax writers also interpret and comment on developments.<\/p>\n\n\n\n
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