The Keeper of Mendota Meadows: The road nobody planned

The MLS industry is being reshaped by private listing strategies, changing rules around cooperation and public marketing, questions about who controls and licenses real estate data, and the rapid rise of AI. Against that backdrop, Daniel Jones of Hive MLS has created a new Declaration of MLS Stewardship Principles - and MLS Constitution – that defines the core tenets of an MLS and establish a framework around which MLSs could create a Federation. This certainly will be a hot topic at the upcoming CMLS Open House at the end of this month. In the story below, written by Daniel Jones, [...]

By |2026-09-10T07:05:06-07:00September 10th, 2026|MLS, Uncategorized|Comments Off on The Keeper of Mendota Meadows: The road nobody planned
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AI is becoming the Rosetta Stone for real estate data and value insights

As a data junkie, I've often wondered why, in a data-rich industry like real estate, do so many decisions still rely on incomplete or inconsistent information? The answer lies not in a lack of data but in our inability to apply the resources necessary to see what the data shows. That’s where artificial intelligence is beginning to usher in a new era of insight. AI’s most transformative role in our industry may not be content creation, automation, or even marketing. It’s interpretation. It’s AI’s ability to extract, clarify, and illuminate the hidden signals in data that the human eye either [...]

By |2025-05-23T12:10:53-07:00May 26th, 2025|Artificial Intelligence, Real Estate Technology|Comments Off on AI is becoming the Rosetta Stone for real estate data and value insights
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REAL AI: Update on AI in real estate from NAREE, facts, headlines and Quote of the Week

By Kevin Hawkins with Korey Hawkins | Vol. 2 Post 25 REAL AI is a human-created weekly roundup of all things AI in real estate and emerging AI innovations in other sectors likely to impact real estate. We post a new edition every Friday, and our free newsletter is delivered every Monday. Update on AI in real estate from NAREE This week at the National Association of Real Estate Editors (naree.org), Jason Hidalgo of the Reno Gazette-Journal hosted a panel discussion on “Nearing the Inflection Point: Artificial Intelligence and Housing.” Featured panelists included Zillow AI expert Ondrej Linda; Tech-pert Glenn [...]

By |2024-06-21T08:37:54-07:00June 21st, 2024|Artificial Intelligence, Real Estate Technology, Technology|Comments Off on REAL AI: Update on AI in real estate from NAREE, facts, headlines and Quote of the Week
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Real AI: AI Turbo-powered, new AI research and top AI headlines

By Kevin Hawkins with Korey Hawkins | Vol. 1 Post 13 Real AI is a 100% human-created weekly roundup of all things AI in real estate and emerging AI innovations in other sectors likely to impact real estate, posting a new edition every Friday. GPT-4 Turbo: What real estate pros need to know Microsoft-backed OpenAI, the creators of ChatGPT, during its first in-person developer event, launched a more powerful AI model dubbed GPT-4 Turbo, currently in Beta, among other advances. What will these AI improvements do? GPT-4 Turbo is said to be a smarter model than ChatGPT-4. It will let [...]

By |2024-05-14T14:43:39-07:00November 17th, 2023|Artificial Intelligence, Computer Vision, MLS, News, PropTech, Real Estate Technology, Technology, Uncategorized|Comments Off on Real AI: AI Turbo-powered, new AI research and top AI headlines
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Real AI: 2024 The Year of AI, AI fast facts and top headlines

By Kevin Hawkins with Korey Hawkins | Vol. 1 Post 10 Real AI is a 100% human-created weekly roundup of all things AI in real estate and emerging AI innovations in other sectors likely to impact real estate, posting a new edition every Friday. 2024: The Year of AI The accelerated growth we are seeing and experiencing in artificial intelligence continues to be unlike any other game-changing technology ever. When it comes to Generative AI and Large Language Models, it’s just a baby about to turn into a teenager. If you think AI in 2023 has been incredible, just wait [...]

By |2024-05-14T14:48:22-07:00October 27th, 2023|Artificial Intelligence, Industry Observations, PropTech, Real Estate Technology, Research, Technology|Comments Off on Real AI: 2024 The Year of AI, AI fast facts and top headlines
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Real AI: AI Wasteland, the Song, Headlines and Five Fast Facts

By Kevin Hawkins with Korey Hawkins | Vol. 1 Post 8 Real AI is a 100% human-created weekly roundup of all things AI in real estate and emerging AI innovations in other sectors likely to impact real estate, posting a new edition every Friday. AI Wasteland Is AI a lie? My greatest fear, fueled by the rabid hyperbole created by AI and ignited by its unmatched trajectory, is that we make the same mistake with this tech that we have with so many others. The great overpromise and underdeliver. It won't derail AI, but it could certainly arm its resistors. [...]

By |2024-05-15T14:45:55-07:00October 13th, 2023|Artificial Intelligence, Computer Vision, PropTech, Real Estate Technology, Technology|Comments Off on Real AI: AI Wasteland, the Song, Headlines and Five Fast Facts
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New 2022 Realtor Tech Survey Reveals Advances, Shortcomings

Today the National Association of Realtors released its annual Technology survey of members, one of my favorite yearly research studies. With over 2,400 responses, it provides excellent insight into how tech innovations are impacting the real estate business now and in the future. Not many surprises, but this new research confirms the acceleration of tech adoption as one positive factor fueled by the pandemic. Here are some quick highlights: -eSigning rules: Looking back at the last 12 months, respondents ranked eSignatures as the most impactful tech tool (79%), with lockboxes (67%) and local MLS apps/technology (67%) tied for second place. [...]

By |2022-10-31T11:11:11-07:00November 1st, 2022|Announcements, Broker-Agent Information, NAR, News, Real Estate Technology, Research, Technology|Comments Off on New 2022 Realtor Tech Survey Reveals Advances, Shortcomings
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Rapattoni MLS Software adding Restb.ai computer image technologies to automate engaging photo descriptions and more

For the second time in as many days, restb.ai is announcing a second MLS partnership. Rapattoni MLS, a leading provider of MLS software, is making it easier for agents to provide in-depth, SEO-friendly photo descriptions for their listings.

By |2022-08-03T07:24:31-07:00August 3rd, 2022|Announcements, MLS|Comments Off on Rapattoni MLS Software adding Restb.ai computer image technologies to automate engaging photo descriptions and more
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Milestones Locks In $10+ Million Series A

Austin based Milestones closes $10+ Million series A round backed by smart money from the real estate industry. They intend to draw a commanding market position in the roll out of customer portals offered by real estate agents, lenders, and title companies.

By |2022-07-27T21:11:38-07:00July 28th, 2022|Uncategorized|Comments Off on Milestones Locks In $10+ Million Series A
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Lone Wolf Accelerates Data Analytics Vision with Acquisition of Terradatum

Lone Wolf is at it again, rolling up another broker-centric technology. The latest acquisition is Terradatum - a leading provider of broker market share and business analytics. Terradatum has been one of the leading providers of market share and recruiting reports for brokers for many years.

By |2021-08-04T10:12:49-07:00August 4th, 2021|Mergers & Acquisitions, Press Releases|Comments Off on Lone Wolf Accelerates Data Analytics Vision with Acquisition of Terradatum
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Stellar MLS and Prospects partnered to deliver new customer tools that expand client connections

Stellar MLS now offers its customers both a mobile app and CRM that are fully connected to the MLS. Stellar and Prospects partnered to bring one of the largest MLSs in the nation customer tools that successfully enable client connection from the office or mobile phone.

By |2021-07-30T07:48:25-07:00August 3rd, 2021|MLS, Press Releases|Comments Off on Stellar MLS and Prospects partnered to deliver new customer tools that expand client connections
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Proactive Support Builds Better Member Engagement

Agents are busy people. While it’s commonplace to juggle multiple urgent tasks at once, those not-so-urgent duties, such as completing required Continuing Education classes or license renewals, may be forgotten until they, too, are in need of immediate attention. This is where a proactive association can once again prove its value proposition to its members. The Greater Rochester Association of REALTORS® (GRAR) set out to find ways to make it easier for their members to keep track of these important milestones.

By |2021-07-01T12:20:48-07:00July 1st, 2021|Associations, Real Estate Technology, Technology|Comments Off on Proactive Support Builds Better Member Engagement
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