The Elephant In The Room Property Podcast | Inside Australian Real Estate

What Your Builder's Credit History Can Tell You

48 min · 5. juli 2026
episode What Your Builder's Credit History Can Tell You cover

Beskrivelse

You're about to invest hundreds of thousands of dollars into building or renovating your home—but how much do you really know about the builder you're hiring? While most Australians compare quotes, browse reviews, and check licences, few dig deeper into the warning signs that could reveal financial instability, recurring disputes, or other hidden risks before signing a contract. In this episode, we sit down with Angus Luffman, founder of Trust Signal and one of Australia's pioneers in credit reporting, to explore why builder due diligence has become more important than ever. Angus explains how information already sitting in tribunal records, company histories, insolvency data, licensing registers, and insurance eligibility can paint a much clearer picture of a builder's track record—if you know where to look. Together, we unpack why builder collapses are rarely as sudden as they appear, the red flags homeowners and investors often overlook, and why construction remains one of Australia's highest-risk industries. We also discuss the emotional side of building, why consumers tend to skip proper due diligence, and the practical questions everyone should ask before committing to one of the biggest financial decisions of their lives. Whether you're building your dream home, renovating, or investing in your next property project, this conversation will help you approach the process with greater confidence, ask better questions, and avoid costly mistakes before construction even begins. EPISODE HIGHLIGHTS 02:03 – Why Builder Due Diligence Matters More Than Ever 05:37 – What Tribunal Records Can Reveal About a Builder 07:21 – Can You Predict a Builder Collapse? 09:27 – Phoenixing: The Warning Signs to Watch For 19:41 – Could Banks Help Prevent Builder Collapses? 21:27 – Renovating? The Insurance Mistakes to Avoid 24:42 – The Builder Red Flags Most People Miss 25:28 – The Insurance and Supplier Checks That Matter 28:35 – How to Read a Builder Due Diligence Report 33:11 – Why You Should Check Your Own Credit File 34:38 – Should Banks Check Builder Risk Too? 39:50 – Why the Cheapest Builder Can Cost You More 42:02 – Can More Regulation Fix the Building Industry? 45:34 – Builder Due Diligence in Plain English ABOUT THE GUEST Angus Luffman is the Founder and CEO of Trust Signal, a technology company helping Australians make more informed decisions before hiring a builder. With a career spanning more than two decades in data, credit reporting, and risk intelligence, Angus played a pivotal role in introducing Australia's first consumer credit score and has long been at the forefront of improving transparency through data. Today, Angus applies that expertise to the construction industry, bringing together information from builder licences, tribunal records, insolvency histories, insurance eligibility, and company data to help homeowners, investors, and industry professionals better understand builder risk before signing a contract. His mission is simple: empower consumers with the information they need to ask better questions, reduce uncertainty, and make smarter building decisions. CONNECT WITH ANGUS * LinkedIn | Angus Luffman [https://www.linkedin.com/in/angusluffman/] * LinkedIn | Trust Signal Builder [https://www.linkedin.com/company/trustsignalbuilder/] * Website | TrustSignal [https://trustsignal.com.au/] RESOURCES * Visit our website: https://www.theelephantintheroom.com.au [https://www.theelephantintheroom.com.au] * If you have any questions or would like to be featured on our show, contact us at: * The Elephant in the Room Property Podcast - questions@theelephantintheroom.com.au [questions@theelephantintheroom.com.au] * Looking for a Sydney Buyers Agent? https://www.gooddeeds.com.au [http://www.gooddeeds.com.au/] * Work with Veronica: https://www.veronicamorgan.com.au [http://www.veronicamorgan.com.au] * Looking for a Mortgage Broker? alcove.com.au [http://alcove.com.au] * Work with Chris: chrisbates@alcove.com.au [chrisbates@alcove.com.au] Enjoyed the podcast? Don't miss out on what's yet to come! Hit that subscription button, spread the word, and join us for more insightful discussions in real estate. Your journey starts now! * Subscribe on YouTube: https://www.youtube.com/@theelephantintheroom-podcast [https://www.youtube.com/@theelephantintheroom-podcast] * Subscribe on Apple Podcasts: https://podcasts.apple.com/ph/podcast/the-elephant-in-the-room-property-podcast/id1384822719 [https://podcasts.apple.com/ph/podcast/the-elephant-in-the-room-property-podcast/id1384822719] * Subscribe on Spotify: https://open.spotify.com/show/3r0nnJrLUu3t1GpO7X3j6E [https://open.spotify.com/show/3r0nnJrLUu3t1GpO7X3j6E] If you enjoyed today’s podcast, don’t forget to subscribe, rate, and share the show! There’s more to come, so we hope to have you along with us on this journey! See you on the inside, Veronica & Chris

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episode What Your Builder's Credit History Can Tell You cover

What Your Builder's Credit History Can Tell You

You're about to invest hundreds of thousands of dollars into building or renovating your home—but how much do you really know about the builder you're hiring? While most Australians compare quotes, browse reviews, and check licences, few dig deeper into the warning signs that could reveal financial instability, recurring disputes, or other hidden risks before signing a contract. In this episode, we sit down with Angus Luffman, founder of Trust Signal and one of Australia's pioneers in credit reporting, to explore why builder due diligence has become more important than ever. Angus explains how information already sitting in tribunal records, company histories, insolvency data, licensing registers, and insurance eligibility can paint a much clearer picture of a builder's track record—if you know where to look. Together, we unpack why builder collapses are rarely as sudden as they appear, the red flags homeowners and investors often overlook, and why construction remains one of Australia's highest-risk industries. We also discuss the emotional side of building, why consumers tend to skip proper due diligence, and the practical questions everyone should ask before committing to one of the biggest financial decisions of their lives. Whether you're building your dream home, renovating, or investing in your next property project, this conversation will help you approach the process with greater confidence, ask better questions, and avoid costly mistakes before construction even begins. EPISODE HIGHLIGHTS 02:03 – Why Builder Due Diligence Matters More Than Ever 05:37 – What Tribunal Records Can Reveal About a Builder 07:21 – Can You Predict a Builder Collapse? 09:27 – Phoenixing: The Warning Signs to Watch For 19:41 – Could Banks Help Prevent Builder Collapses? 21:27 – Renovating? The Insurance Mistakes to Avoid 24:42 – The Builder Red Flags Most People Miss 25:28 – The Insurance and Supplier Checks That Matter 28:35 – How to Read a Builder Due Diligence Report 33:11 – Why You Should Check Your Own Credit File 34:38 – Should Banks Check Builder Risk Too? 39:50 – Why the Cheapest Builder Can Cost You More 42:02 – Can More Regulation Fix the Building Industry? 45:34 – Builder Due Diligence in Plain English ABOUT THE GUEST Angus Luffman is the Founder and CEO of Trust Signal, a technology company helping Australians make more informed decisions before hiring a builder. With a career spanning more than two decades in data, credit reporting, and risk intelligence, Angus played a pivotal role in introducing Australia's first consumer credit score and has long been at the forefront of improving transparency through data. Today, Angus applies that expertise to the construction industry, bringing together information from builder licences, tribunal records, insolvency histories, insurance eligibility, and company data to help homeowners, investors, and industry professionals better understand builder risk before signing a contract. His mission is simple: empower consumers with the information they need to ask better questions, reduce uncertainty, and make smarter building decisions. CONNECT WITH ANGUS * LinkedIn | Angus Luffman [https://www.linkedin.com/in/angusluffman/] * LinkedIn | Trust Signal Builder [https://www.linkedin.com/company/trustsignalbuilder/] * Website | TrustSignal [https://trustsignal.com.au/] RESOURCES * Visit our website: https://www.theelephantintheroom.com.au [https://www.theelephantintheroom.com.au] * If you have any questions or would like to be featured on our show, contact us at: * The Elephant in the Room Property Podcast - questions@theelephantintheroom.com.au [questions@theelephantintheroom.com.au] * Looking for a Sydney Buyers Agent? https://www.gooddeeds.com.au [http://www.gooddeeds.com.au/] * Work with Veronica: https://www.veronicamorgan.com.au [http://www.veronicamorgan.com.au] * Looking for a Mortgage Broker? alcove.com.au [http://alcove.com.au] * Work with Chris: chrisbates@alcove.com.au [chrisbates@alcove.com.au] Enjoyed the podcast? Don't miss out on what's yet to come! Hit that subscription button, spread the word, and join us for more insightful discussions in real estate. Your journey starts now! * Subscribe on YouTube: https://www.youtube.com/@theelephantintheroom-podcast [https://www.youtube.com/@theelephantintheroom-podcast] * Subscribe on Apple Podcasts: https://podcasts.apple.com/ph/podcast/the-elephant-in-the-room-property-podcast/id1384822719 [https://podcasts.apple.com/ph/podcast/the-elephant-in-the-room-property-podcast/id1384822719] * Subscribe on Spotify: https://open.spotify.com/show/3r0nnJrLUu3t1GpO7X3j6E [https://open.spotify.com/show/3r0nnJrLUu3t1GpO7X3j6E] If you enjoyed today’s podcast, don’t forget to subscribe, rate, and share the show! There’s more to come, so we hope to have you along with us on this journey! See you on the inside, Veronica & Chris

5. juli 202648 min
episode Are You Paying for the House or the Presentation? cover

Are You Paying for the House or the Presentation?

Most people assume property presentation is just about styling. But what if presentation is actually influencing how buyers perceive value—and what they’re willing to pay? In this episode, Veronica and Chris sit down with Peter Karaoglanis, founder of Presenting Homes Australia, to unpack the psychology behind property presentation. Peter explains why styling is only a small part of the equation and why understanding buyer behaviour, emotional decision-making, and perceived value can have a bigger impact on sale outcomes than many renovations. Together, they explore how buyers form emotional attachments to homes, why people struggle to visualise a property's potential, and the concept Peter calls "selling future memories." The conversation also tackles one of the industry's most controversial questions: where is the line between strategic presentation and "lipstick on a pig"? Peter shares his approach to cosmetic renovations, reveals the upgrades that consistently deliver the strongest return on investment, and explains why cleaning, paint, lighting, flooring, and presentation often outperform expensive structural renovations. Whether you're preparing to sell, looking to buy, or investing for the long term, this episode will change the way you think about value creation in property. Because sometimes the biggest driver of price isn't the property itself—it's how buyers experience it. EPISODE HIGHLIGHTS 01:23 – Meet the Man Behind Australia's Presentation Strategy 05:17 – Why Selling to Everyone Is a Mistake 08:41 – When Renovations Become Red Flags 14:11 – The Croydon Reno That Paid Off Big 18:21 – Why More Investors Are Selling Up 22:46 – Can Virtual Styling Fool Buyers? 23:50 – Virtual Styling vs Real Staging 24:41 – The Upgrades Investors Should Make Before Selling 26:10 – Why Buyers Struggle to See Potential 27:54 – Buyers Purchase Emotion Before Logic 29:26 – Are Agents Finally Getting Presentation Right? 30:06 – How Instagram Changed Buyer Expectations 32:08 – Does Styling Beat Market Competition? 34:00 – Peter's Three-Step Presentation Framework 35:07 – The Landscaping Upgrades Buyers Notice Most 37:13 – How Neighbourhood Appeal Impacts Value 38:30 – The Home That Became Too Good to Sell 39:55 – Final Thoughts and Listener Questions ABOUT THE GUEST Peter Karaoglanis is the founder of Presenting Homes Australia, a property presentation consultancy that helps homeowners, investors, and real estate professionals maximise property sale outcomes through strategic presentation, buyer psychology, and targeted cosmetic improvements. With a background spanning property sales, marketing, new home construction, and presentation strategy, Peter has spent decades studying how buyers perceive value and make purchasing decisions. Known for his philosophy that "styling isn't strategy," Peter focuses on helping clients improve presentation without unnecessary spending or overcapitalising. Through pre-sale audits, cosmetic renovation planning, and buyer-focused presentation strategies, he works to bridge the gap between a property's potential and how that potential is perceived in the market. CONNECT WITH PETER * LinkedIn - Peter Karaoglanis [https://www.linkedin.com/in/peter-karaoglanis-22a64390/] * Instagram - Presenting Homes Australia [https://www.instagram.com/presentinghomesaustralia/] RESOURCES * Visit our website: https://www.theelephantintheroom.com.au [https://www.theelephantintheroom.com.au] * If you have any questions or would like to be featured on our show, contact us at: * The Elephant in the Room Property Podcast - questions@theelephantintheroom.com.au [questions@theelephantintheroom.com.au] * Looking for a Sydney Buyers Agent? https://www.gooddeeds.com.au [http://www.gooddeeds.com.au/] * Work with Veronica: https://www.veronicamorgan.com.au [http://www.veronicamorgan.com.au] * Looking for a Mortgage Broker? alcove.com.au [http://alcove.com.au] * Work with Chris: chrisbates@alcove.com.au [chrisbates@alcove.com.au] Enjoyed the podcast? Don't miss out on what's yet to come! Hit that subscription button, spread the word, and join us for more insightful discussions in real estate. Your journey starts now! * Subscribe on YouTube: https://www.youtube.com/@theelephantintheroom-podcast [https://www.youtube.com/@theelephantintheroom-podcast] * Subscribe on Apple Podcasts: https://podcasts.apple.com/ph/podcast/the-elephant-in-the-room-property-podcast/id1384822719 [https://podcasts.apple.com/ph/podcast/the-elephant-in-the-room-property-podcast/id1384822719] * Subscribe on Spotify: https://open.spotify.com/show/3r0nnJrLUu3t1GpO7X3j6E [https://open.spotify.com/show/3r0nnJrLUu3t1GpO7X3j6E] If you enjoyed today’s podcast, don’t forget to subscribe, rate, and share the show! There’s more to come, so we hope to have you along with us on this journey! See you on the inside, Veronica & Chris

28. juni 202640 min
episode What If Australia's Housing Crisis Isn't About Housing? cover

What If Australia's Housing Crisis Isn't About Housing?

Australia's housing crisis is usually framed as a simple supply problem: build more homes, increase density, and affordability will improve. But what if we've been asking the wrong question all along? In this episode, Ross Elliott joins Veronica and Chris to challenge some of the biggest assumptions underpinning Australian housing policy. From the belief that everyone works in a CBD to the idea that high-density housing is automatically cheaper, Ross argues that many of the planning principles guiding our cities are decades out of date. Instead of focusing solely on housing supply, he believes we should be asking whether we're creating places where people can actually live, work, and thrive. Together, they explore why Australia's population growth continues to concentrate in a handful of capital cities, why regional centres have been overlooked, and how decades of planning decisions have contributed to today's affordability challenges. They also unpack the unintended consequences of density-led housing strategies, infrastructure bottlenecks, planning delays, and whether recent government policies will actually increase housing supply or simply drive costs even higher. This conversation goes beyond property and politics to tackle a bigger question: what should Australian cities look like in the future? Whether you're a homeowner, investor, policymaker, or simply concerned about housing affordability, this episode offers a fresh perspective on one of the country's most important challenges. EPISODE HIGHLIGHTS 02:07 – The Biggest Myth in Australian City Planning 09:52 – Why Australia Needs More Than Capital Cities 15:19 – The Problem With Building Up Instead of Out 17:45 – Homes First, Infrastructure Later? 19:28 – What Australia's Best Communities Have in Common 22:44 – Are Investors Really to Blame? 27:09 – The Planning Bottleneck Nobody Talks About 34:11 – Running Out of Land? Not So Fast 43:16 – Brisbane's Growth Challenge Is Just Beginning 47:29 – The Hidden Cost of Apartment Living 49:48 – How Dumbo Became One of New York's Best Precincts 51:14 – What Great Cities Can Teach Australia 55:13 – Why the Best Cities Happen by Accident ABOUT THE GUEST Ross Elliott is one of Australia's leading voices on urban development, housing policy, and city planning. With almost four decades of experience spanning research, construction, development, infrastructure, and public policy, he has worked at the intersection of the industries that shape how Australian communities are built and governed. Ross is widely recognised for his contributions to urban policy and place-making, including his role as Chair of Brisbane's Better Suburbs Initiative, where he has helped drive discussions around suburban renewal, community development, and long-term city planning. Throughout his career, he has advised industry and government stakeholders on housing, infrastructure, population growth, and economic development. His work focuses on understanding how cities evolve and what is required to create communities that are not only affordable but functional, connected, and resilient. Ross brings a rare systems-level perspective to the housing conversation, examining the relationship between planning, infrastructure, jobs, demographics, and housing outcomes. CONNECT WITH ROSS * LinkedIn | Ross Elliott [https://www.linkedin.com/in/ross-elliott-576b3217/] * LinkedIn | Brisbane City Council [https://www.linkedin.com/company/brisbane-city-council/] * Website | Brisbane City Council [https://www.brisbane.qld.gov.au/] RESOURCES * Visit our website: https://www.theelephantintheroom.com.au [https://www.theelephantintheroom.com.au] * If you have any questions or would like to be featured on our show, contact us at: * The Elephant in the Room Property Podcast - questions@theelephantintheroom.com.au [questions@theelephantintheroom.com.au] * Looking for a Sydney Buyers Agent? https://www.gooddeeds.com.au [http://www.gooddeeds.com.au/] * Work with Veronica: https://www.veronicamorgan.com.au [http://www.veronicamorgan.com.au] * Looking for a Mortgage Broker? alcove.com.au [http://alcove.com.au] * Work with Chris: chrisbates@alcove.com.au [chrisbates@alcove.com.au] Enjoyed the podcast? Don't miss out on what's yet to come! Hit that subscription button, spread the word, and join us for more insightful discussions in real estate. Your journey starts now! * Subscribe on YouTube: https://www.youtube.com/@theelephantintheroom-podcast [https://www.youtube.com/@theelephantintheroom-podcast] * Subscribe on Apple Podcasts: https://podcasts.apple.com/ph/podcast/the-elephant-in-the-room-property-podcast/id1384822719 [https://podcasts.apple.com/ph/podcast/the-elephant-in-the-room-property-podcast/id1384822719] * Subscribe on Spotify: https://open.spotify.com/show/3r0nnJrLUu3t1GpO7X3j6E [https://open.spotify.com/show/3r0nnJrLUu3t1GpO7X3j6E] If you enjoyed today’s podcast, don’t forget to subscribe, rate, and share the show! There’s more to come, so we hope to have you along with us on this journey! See you on the inside, Veronica & Chris

22. juni 202656 min
episode When Your Property Valuation Comes In Short cover

When Your Property Valuation Comes In Short

What happens when a property's agreed purchase price and the bank's valuation are tens of thousands of dollars apart? More importantly, who is right? In this episode, Certified Practising Valuer and Registered Tax Agent Belinda Botzolis joins us to unpack one of the most misunderstood areas of property investing: valuation. Drawing on more than 20 years of experience and over 15,000 property valuations, Belinda explains how bank valuations actually work, why they often differ from market expectations, and why valuers are increasingly under pressure to deliver reports faster and cheaper. We explore the rise of desktop valuations, the legal responsibilities valuers carry, and why many buyers misunderstand what a valuation is truly designed to measure. We also examine the risks facing off-the-plan buyers, how developers can create misleading perceptions of value, and why some investors discover at settlement that their property is worth significantly less than they paid. Belinda shares practical insights into challenging valuations, avoiding common property mistakes, and understanding where valuation and tax decisions intersect. Along the way, we discuss land tax assessments, capital gains tax considerations, proposed tax changes, and one surprisingly common mistake that can destroy a property's value: paying for bedrooms that don't legally exist. If you've ever wondered how property value is determined—or whether you're paying too much—this episode is essential listening. EPISODE HIGHLIGHTS 01:36 - What Property Valuations Really Measure 09:56 - Why Valuers Seem Conservative 16:33 - Who Does the Valuer Actually Work For? 20:17 - The Off-The-Plan Valuation Trap 29:43 - Developer Pricing Tricks and Valuation Gaps 32:40 - The Coming CGT Valuation Rush 41:23 - Land Tax, Fake Bedrooms and Other Valuation Mistakes ABOUT THE GUEST Belinda Botzolis is a Certified Practising Valuer and Registered Tax Agent with more than 20 years of experience across residential, commercial, development, and specialised property assets. Throughout her career, she has personally valued more than 15,000 properties representing over $12 billion in property value. Known for her ability to simplify complex valuation and tax concepts, Belinda has built a reputation as one of Australia's leading voices on property valuation. She is also Australia's most followed property valuer across social media platforms, where she is helping bring greater transparency, education, and public understanding to an industry that often operates behind the scenes. Through her media appearances, content, keynote presentations, and community engagement, Belinda is reshaping how valuation knowledge is shared and helping everyday Australians make more informed property decisions. CONNECT WITH BELINDA * Website [https://addvaluer.com/] * LinkedIn [https://www.linkedin.com/in/belinda-botzolis-30010a151/] * TikTok [https://www.tiktok.com/@thevaluer] * Instagram [https://www.instagram.com/belinda.the.valuer/] RESOURCES * Visit our website: https://www.theelephantintheroom.com.au [https://www.theelephantintheroom.com.au] * If you have any questions or would like to be featured on our show, contact us at: * The Elephant in the Room Property Podcast - questions@theelephantintheroom.com.au [questions@theelephantintheroom.com.au] * Looking for a Sydney Buyers Agent? https://www.gooddeeds.com.au [http://www.gooddeeds.com.au/] * Work with Veronica: https://www.veronicamorgan.com.au [http://www.veronicamorgan.com.au] * Looking for a Mortgage Broker? alcove.com.au [http://alcove.com.au] * Work with Chris: chrisbates@alcove.com.au [chrisbates@alcove.com.au] Enjoyed the podcast? Don't miss out on what's yet to come! Hit that subscription button, spread the word, and join us for more insightful discussions in real estate. Your journey starts now! * Subscribe on YouTube: https://www.youtube.com/@theelephantintheroom-podcast [https://www.youtube.com/@theelephantintheroom-podcast] * Subscribe on Apple Podcasts: https://podcasts.apple.com/ph/podcast/the-elephant-in-the-room-property-podcast/id1384822719 [https://podcasts.apple.com/ph/podcast/the-elephant-in-the-room-property-podcast/id1384822719] * Subscribe on Spotify: https://open.spotify.com/show/3r0nnJrLUu3t1GpO7X3j6E [https://open.spotify.com/show/3r0nnJrLUu3t1GpO7X3j6E] If you enjoyed today’s podcast, don’t forget to subscribe, rate, and share the show! There’s more to come, so we hope to have you along with us on this journey! See you on the inside, Veronica & Chris

15. juni 202648 min
episode Luke Metcalfe: Why AI Can’t Pick Property Winners cover

Luke Metcalfe: Why AI Can’t Pick Property Winners

AI is quickly becoming the go-to tool for property research—but can it actually predict where the market is heading? In this episode, Luke Metcalfe returns to put that assumption to the test, analysing thousands of suburb predictions across multiple GPT models and real market data. The result is clear: AI doesn’t just struggle to forecast property growth—it often underperforms the market entirely. We unpack why this happens, from the way large language models are trained to the dangerous feedback loop of consensus-driven data. If AI is simply reflecting what’s already popular, are investors just paying a premium to follow the crowd? The conversation also explores the rise of AI-generated property reports, the risks of relying on median data, and why many “data-driven” strategies may not be as objective as they seem. Beyond the critique, this episode shifts the focus to what actually drives capital growth. From owner-occupier demand and supply constraints to hyper-local, street-level dynamics, Luke shares what the data reveals when you strip away the noise. We also touch on how recent policy changes and shifting incentives could reshape investor behaviour—and why thinking like a homeowner may be more important than ever. If you’ve been relying on AI, hotspot lists, or broad market trends to guide your decisions, this conversation will challenge your assumptions and give you a clearer framework for investing with confidence. EPISODE HIGHLIGHTS 01:27 – Meet Luke Metcalfe: Data Meets Property Reality 03:35 – AI vs Reality: Why Predictions Underperform 05:35 – AI Reports & Buyer Agents: Risky Shortcut? 13:52 – Selling at a Loss: A Hidden Growth Signal 16:18 – Humans vs AI: Who Gets Forecasting Right? 22:49 – Budget Shock: How Incentives Just Changed 26:52 – Supply, Scarcity & Why Tranquillity Wins 29:51 – Fast Food & Growth: The Signal No One Expects 31:44 – Rezoning Risks: Predicting What’s Coming 35:14 – Melbourne vs Sydney: A Tale of Two Markets 37:23 – Investor Incentives Are Shifting Fast 39:35 – Holding Property: What the Data Reveals 43:09 – Rental Crunch: What’s Really Driving It 49:33 – Airbnb & Second Homes: Supply Squeeze 52:24 – Yield vs Growth: What Actually Matters 55:15 – Model Accuracy: Where Data Goes Wrong 57:54 – Key Takeaways: What Investors Must Know ABOUT THE GUEST Luke Metcalfe is the founder of Microburbs, a property analytics platform focused on uncovering the underlying drivers of capital growth at a granular level. With a background in data science and machine learning, Luke has spent years analysing Australian property markets using large-scale, longitudinal datasets that go beyond traditional metrics like median prices. His work centres on understanding property performance at the street and individual asset level, incorporating factors such as resale data, supply dynamics, and behavioural patterns. Known for challenging conventional wisdom in property investing, Luke combines technical expertise with practical insight to help investors move beyond trends, hype, and surface-level data. Through his research and platform, he continues to push for a more evidence-based approach to property decision-making—one that prioritises real outcomes over popular narratives. CONNECT WITH LUKE * LinkedIn - Luke Metcalfe [https://www.linkedin.com/in/luke-metcalfe-data-scientist/] * Email - Luke Metcalfe [luke@microburbs.com.au] * Website - Microburbs [https://microburbs.com.au/] * LinkedIn - Microburbs [https://www.linkedin.com/company/microburbs/] RESOURCES * Visit our website: https://www.theelephantintheroom.com.au [https://www.theelephantintheroom.com.au] * If you have any questions or would like to be featured on our show, contact us at: * The Elephant in the Room Property Podcast - questions@theelephantintheroom.com.au [questions@theelephantintheroom.com.au] * Looking for a Sydney Buyers Agent? https://www.gooddeeds.com.au [http://www.gooddeeds.com.au/] * Work with Veronica: https://www.veronicamorgan.com.au [http://www.veronicamorgan.com.au] * Looking for a Mortgage Broker? alcove.com.au [http://alcove.com.au] * Work with Chris: chrisbates@alcove.com.au [chrisbates@alcove.com.au] Enjoyed the podcast? Don't miss out on what's yet to come! Hit that subscription button, spread the word, and join us for more insightful discussions in real estate. Your journey starts now! * Subscribe on YouTube: https://www.youtube.com/@theelephantintheroom-podcast [https://www.youtube.com/@theelephantintheroom-podcast] * Subscribe on Apple Podcasts: https://podcasts.apple.com/ph/podcast/the-elephant-in-the-room-property-podcast/id1384822719 [https://podcasts.apple.com/ph/podcast/the-elephant-in-the-room-property-podcast/id1384822719] * Subscribe on Spotify: https://open.spotify.com/show/3r0nnJrLUu3t1GpO7X3j6E [https://open.spotify.com/show/3r0nnJrLUu3t1GpO7X3j6E] If you enjoyed today’s podcast, don’t forget to subscribe, rate, and share the show! There’s more to come, so we hope to have you along with us on this journey! See you on the inside, Veronica & Chris

8. juni 202659 min