AI adoption in CRE: Trust and the next phase

Exciting to see the continued momentum around innovation and the growing role First American will play in shaping the future of the real estate industry!   #FirstAmericanDataAndAnalytics #PropertyData #DataAnalytics #RealEstateTechnology

The CRE industry isn’t asking if it should adopt AI anymore—it’s asking whether it can trust it. New research from First American Data & Analytics and DealGround reveals a market at an inflection point: AI is widely used, but rarely trusted when decisions matter. That gap is shaping the next wave of innovation—where better data, transparency, and workflow fit will define success. Explore the full CRE Industry Pulse Check: https://hubs.ly/Q04gdv7-0 #CommercialRealEstate #AIinCRE #PropTech #FirstAmericanDNA #DealGround

Here's what the data said about AI going into 2026. McKinsey surveyed close to 2,000 organisations across 105 countries in 2025. The finding that stood out most: only 6% of businesses were seeing meaningful bottom line impact from AI. The rest were using it, but not winning with it. The difference between that 6% and everyone else came down to three things: ↪️ They redesigned workflows around AI, not the other way around ↪️ They invested 70% of AI resources into people and process, not just the tool ↪️ They had clear objectives before they deployed anything That is not a technology problem, it's a strategy and implementation problem, and is exactly the conversation Perth businesses should be having in 2026. Swipe through the carousel for the full picture. https://lnkd.in/dNGrA639 #CloudConnectWA #PerthBusiness #ManagedIT #AIforBusiness #TechStrategy

AI comes up in almost every conversation lately. And while features and day‑to‑day use matter, the real difference comes down to having the right data, processes, and governance in place. This upcoming session breaks that down clearly—from common misconceptions to how we’ve operationalized AI at Encore. Definitely worth attending:https://okt.to/q7DXAx #AITransformation #AIReadiness

Let’s say this, because this is where most time gets lost. It’s not always the proposal that takes the longest. It’s everything before it. The RFP review. The requirement tracking. The compliance checking. The strategy decisions. The back and forth between AI outputs and actual bid execution. Most businesses are using AI now, but AI alone does not organize the entire process. BIDBridgeVen brings the bid process together in one connected operational ecosystem. Less fragmentation. More clarity. Better bidding decisions. Attend the weekly demo to learn more about BIDBridgeVen: www.bidbridgeven.com #GovConChampion #BIDBridgeVen #HolisticBidding

Let’s say this, because this is where most time gets lost. It’s not always the proposal that takes the longest. It’s everything before it. The RFP review. The requirement tracking. The compliance checking. The strategy decisions. The back and forth between AI outputs and actual bid execution. Most businesses are using AI now, but AI alone does not organize the entire process. BIDBridgeVen brings the bid process together in one connected operational ecosystem. Less fragmentation. More clarity. Better bidding decisions. Attend the weekly demo to learn more about BIDBridgeVen: www.bidbridgeven.com #GovConChampion #BIDBridgeVen #HolisticBidding

Attended a fascinating talk at Data Makers Fest: "Explainable AI: If you can’t evaluate it, can you trust it?" It really made me rethink how we approach XAI. A big takeaway: While explainability can increase confidence, trust, and reduce decision time, we must confront a crucial reality – humans are not neutral interpreters of explanations. The talk challenged the assumption that integrating XAI automatically leads to better human decision-making. It’s not just about explaining the model; it's about empowering the person to make better decisions with robust, evaluable explanations. Critical for high-stakes applications! #DataMakersFest #ExplainableAI #TrustworthyAI

I had a blast at the Digital Deep Dive summit, presenting alongside David Toth, CGO of Winding River Consulting, on how firms are putting AI into action. We demonstrated how tasks once requiring massive technical expertise and time are now accessible to any firm with the discipline to try. But we also discussed the real barriers to AI implementation: tool overload. Maximizing the full value of AI tools means taking a disciplined approach. https://lnkd.in/edxmUFRR #ArtificialIntelligence #AccountingTech #DigitalTransformation

Hint by Martha Stewart shows the next wave of AI: authority-led, vertical platforms. By combining expert knowledge with AI, Hint automates home management workflows and demonstrates that trust and data expertise are becoming the new moat—not just model scale. Developers: focus on micro-verticals and curated ecosystems to stay ahead of the platform shift. Read more →https://bit.ly/3P17iGv #AI #VerticalAI #AuthorityAI #AppStrategy #TechTrends