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AI 101 Series: What Is AI?
A Real Estate Professional’s Guide to Understanding Artificial Intelligence At this point, AI might be the most talked-about and least understood topic. You can’t open LinkedIn or sit through a conference without someone declaring how it’s rapidly changing everything across all facets of life. Depending on your role, you’ve probably seen vendor pitches extolling the…
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February Product Updates
Being an AI-native platform enables us to build and grow to support our clients’ evolving business needs. We can quickly launch new features that directly support our clients’ initiatives in a changing market. Here is a look at our most recent product highlights and what they mean for you. New Google Drive and OneDrive Workflow…
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How to Automate Real Estate Box Score Summaries with AI
Key Takeaway: A box score summary is a high-level performance report covering occupancy, leasing activity, and rent collections that gives asset managers a snapshot of a property’s health. AI-driven automation replaces manual data entry by extracting real-time metrics directly from property management systems and PDF reports, cutting reporting time by up to 95%. Every Monday…
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Beyond the Hype: A Practical Guide to Evaluating AI Solutions for CRE
After years of vendor promises, pilot programs that went nowhere, and platforms that required armies of data engineers just to get off the ground, CRE companies are rightfully skeptical. The gap between what’s been marketed and what’s actually been delivered has left decision-makers exhausted by the noise and hungry for solutions that just work. Now…
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Why Dashboards Are Becoming Obsolete and CRE Needs Agentic AI
For years, owners and operators in commercial and multifamily real estate have invested in dashboards, hoping that better visibility would lead to better decisions. I came from the industry and was buying products that we believed would finally help us see our data. The promise sounded good, but the reality has not kept pace with…
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Why 2026 Is the Breakthrough Year for Real Estate Automation
Three powerful forces are converging in 2026, making workflow automation essential for commercial real estate firms. Each force creates pressure on its own, but together, they compel companies to act or fall behind. Force One: The Market Is Recovering Capital markets have turned. Transaction volumes are up 21% year-to-date. Investment activity in the Americas rose…
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The OM Analysis Bottleneck That’s Crushing CRE Acquisitions Teams
Deal flow has exploded. Visibility into deals across the country, and even globally, has increased exponentially. While it lets you look at more deals, it also takes longer to sift through them and find the ones that are on thesis. Acquisitions teams that once reviewed 50 Offering Memorandums (OMs) a month now can face closer…
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Why 27% of CRE Firms Are Failing at AI (and What Actually Works)
For years, AI has been marketed to commercial real estate as a silver bullet, an all-knowing, all-doing force that would revolutionize everything from acquisitions to asset management. But as the industry approaches 2026, the truth is far more complicated. Despite AI dominating industry conferences, investor decks, and product roadmaps, more than a quarter of CRE…
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Commercial Observer Feature
In the Commercial Observer’s piece “2026 Proptech Predictions: Anyone Up for AI?” by Philip Russo discusses how asset classes as diffuse as office, retail and data centers are ripe for continued disruption in the new year. In this piece, Outcome CEO and Co-Founder, Prasan Kale, spoke with Philip Russo at the Commercial Observer about 2026 Proptech Predictions.…
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The $1.7 Trillion Case for Faster CRE Document Processing
A massive wave is building in commercial real estate, and it’s about to crash. There’s $1.7 trillion in commercial mortgages reaching maturity, and the refinancing process is creating an unprecedented document-processing challenge for lenders and borrowers alike. Fast document processing isn’t a nice-to-have anymore. It’s survival. The Numbers Are Staggering According to Deloitte’s 2026 outlook,…
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