Proptech Colab

"We'd rather be right than first."

That's Will Gosse, CEO of Sydney property group BresicWhitney, on why his agency is taking the slow road on AI (Elite Agent, 17 July 2026).

While the big portals race to ship AI products, BresicWhitney has partnered with allgenai - an Australian AI adoption agency - and committed to a 90-day discovery phase before choosing a single tool. First they map how work actually gets done across property management, sales admin and client communication. Then they decide whether AI is even the right answer for each problem.

It sounds slow. It's probably the fastest route to adoption that sticks. Ask anyone who has watched a shiny new platform die in an agency because nobody changed how they worked: the technology is rarely the hard part - the people and process part is.

Here's our question for agency leaders and proptech founders alike: when did you last map a workflow before buying the tool that was supposed to fix it?

Australia's biggest property portal just showed its hand on AI. This week realestate.com.au launched NextGen Now - five AI products in one release, including a conversational assistant rolled out to every user and an AI search that lets buyers describe what they want in plain language.

The number worth pausing on: 59% of AI search sessions start with a lifestyle goal or commute - not a suburb (REA Group, 11 August 2026). Another 40% describe style, aesthetics or renovation potential. For decades the suburb has been the starting point of every property search. Inside the AI layer, it is becoming the answer rather than the question.

For agents and proptech operators, that changes what a listing is. If buyers are asking an assistant instead of scrolling filters, the listings that surface are the ones with structured data the assistant can actually read - floorplans, detailed attributes, rich media.

So here is the practical test. If a buyer's first question is "where can I get a big backyard within 30 minutes of the city", is your listing content ready to be the answer?

Here is a quiet contradiction from the Proptech Pulse 2026. Asked their top priorities for the year ahead, just 11% of ANZ proptech leaders chose improving onboarding and time-to-value. Improving customer retention drew 5%, and strengthening trust - security, privacy, compliance - only 3% (n = 111).

Yet the same survey found change management is what most often blocks adoption, and what most often blocks scaling. In other words: the sector knows exactly where deals stall - inside the customer's organisation, after the sale is won - but almost all the energy is going into winning the next customer instead.

The report calls it an industry running faster into the top of the funnel than it is fixing the leak at the bottom.

For operators, the fix is practical rather than philosophical: design onboarding like it is part of the product, give someone clear ownership of time-to-value, and turn every successful deployment into a case study for the next deal.

If you sell into real estate businesses: how much of your team's week goes into landing new customers, versus making sure the ones you have actually get to value?

Here is a stat from the Proptech Pulse 2026 worth sitting with. Asked to name the single biggest barrier to scaling in Australia and New Zealand, 36% of senior proptech leaders chose change management and frontline adoption - well clear of access to partners and distribution at 27% (n = 111).

And the technical answers? Integration complexity and interoperability came in at 2%. Regulatory uncertainty at 1%.

The same survey found change management topping the list of what blocks customer adoption too. Two different questions, same answer: the hard part of scaling proptech is not building the product - it is getting organisations to change how they work.

Which raises a practical question for anyone selling into real estate businesses: how much of your go-to-market effort goes into training, onboarding and helping frontline teams actually change - versus demos and feature lists?

The other portal print landed this fortnight, and it is worth a look. CoStar Group - Domain's US parent since August 2025 - has reported its residential segment's first ever profitable quarter: US$12 million in adjusted EBITDA, against a US$76 million loss a year earlier (Q2 2026 results, 28 July; via Elite Agent, 5 August).

Put it next to REA's FY26 numbers from a week ago - flat listings, 13% yield growth - and the ANZ portal picture starts to shift. For years the question was whether Domain's owner could afford to keep competing. That question now looks answered.

For agencies, a challenger with a profitable parent means genuine alternatives at contract time. For proptech operators, it could mean the listings layer finally competes on product - CoStar is already shipping AI-led search in the US.

Does a stronger Domain actually change how your business spends this spring - or is the portal line item locked in regardless?

REA Group closed out FY26 this week with national Buy listings exactly flat - and residential Buy yield up 13% (results, 6 August). FY27 guidance is more of the same: flat-to-down listings, low double-digit yield growth.

In plain terms, the portal's growth comes from price, not volume. And the print lands right as agencies and proptech teams across Australia and New Zealand sit down to set their spring budgets.

That makes this week's real decision an allocation one. The portal line tends to rise on its own - the question is what happens to the technology dollars you actually control.

So, for the week ahead: where does the next tech dollar in your business go - deeper portal exposure, or your own stack (CRM, data, automation)? And what would it take to move it?

A Saturday number from the Proptech Pulse 2026: 76% of ANZ proptech leaders say common industry data standards would make adoption easier across Australia and New Zealand - 29% say significantly so (n = 146).

It lines up with the daily reality respondents describe. The most common data problem they hit inside customer systems is missing or incomplete data (49%), and the industry action they most want is stronger integration marketplaces and ecosystems (32%) - ahead of more collaboration between proptechs (27%).

In other words: the sector isn't asking for more capital or more demand. It's asking for shared plumbing, so the technology that's already built can actually reach the systems it needs to touch.

If ANZ property could agree on one shared data standard tomorrow, where should it start - listings, trust accounting, tenancy records, or something else?

Here's a gap worth sitting with: 70% of ANZ proptech leaders know governments are exploring residential energy-performance ratings at the point of sale or rent. Only 3% say their product already supports energy-efficiency information (Proptech Pulse 2026, n = 146).

Almost half (49%) have no plans to support energy data at all. And 53% aren't aware of the industry-led data standards being built to carry that information through property platforms.

Unlike AML/CTF, there's no deadline to wait for here - the pull is coming from the market itself. Cost of living, electrification, and buyers and renters who want to know what a home costs to run. Regulation is following that demand, not creating it.

Which means the 3% who have built the data layer aren't early. They're just first.

If you're building or buying proptech: is energy data anywhere on your roadmap, or is it still in the "watching" pile?

What actually convinces a property business to adopt new tech? Not the feature list.

55% of ANZ proptech leaders say a pilot that demonstrates value is the biggest builder of customer confidence to adopt - ahead of a clear implementation plan (47%) and practical case studies with outcomes (39%) (Proptech Pulse 2026, n = 146).

Every one of those is about de-risking change, not showing off capability. And the friction doesn't fade as companies mature - change management is a top adoption blocker for 24% of pre-launch companies, but 52-54% of those scaling or established.

Prove it, plan it, show it has worked elsewhere.

If you're the one buying: which do you ask for first - the pilot, the implementation plan or the case study?

The strongest AI signal in our Pulse research isn't about capability - it's about control.

65% of ANZ proptech leaders rate human oversight of automated workflows a 4 or 5 out of 5, and not a single one of 146 respondents rated it unimportant (Proptech Pulse 2026, n = 146).

Where do customers actually want automation? The repetitive, high-frequency work: workflow routing and reminders (36%), reporting and insights (35%) and compliance checks that flag items for review (29%). And the concerns they raise most are human ones - staff acceptance (47%), accuracy (45%) and privacy (42%).

In short, the market wants machines that make skilled people faster, more consistent and less error-prone - with a person still making the call. Augmentation, not autonomy.

Where's the line in your business - what would you happily automate tomorrow, and what always needs a human sign-off?