Cardinal Group Companies’ Post

In what way is AI going to impact the Student Housing industry? As artificial intelligence technology advances, student housing operators are finding innovative ways to streamline their operations and enhance the resident experience. Student Housing Business magazine will host a webinar — “Student Housing in the Age of AI” — to explore how leaders in student housing are leveraging conversational AI and automation to optimize pre-leasing, support centralized teams, and create a smoother, more engaging experience for residents. Join us Tuesday, Dec. 17, at 2:00 PM EST, to discover practical strategies, hear success stories, and get actionable insights to help your team stay ahead in today’s competitive landscape. Panelists: · Ashly Poyer, SVP of Sales & Marketing, PeakMade Real Estate · John Barr, Director of Leasing & Innovation, The Dinerstein Companies · Shane Guillot, Director of Centralized Operations, Cardinal Group Companies · Kendra Woodley, Vice President of Leasing & Sales, The Scion Group · Jacob K., Vice President of Client Strategy, EliseAI (moderator) Key Topics of Discussion: · How to Enhance Pre-Leasing with AI-Driven Personalization · Streamlining Maintenance and Resident Requests · Supporting Centralized Operations (including leasing and resident communications across multiple channels) · Engaging Residents with 24/7 Multilingual AI Assistants Register Here: https://ow.ly/zPBB50UafN5 #Studenthousing #studentliving #webinar #commercialrealestate This webinar is complimentary, thanks to sponsor EliseAI. France Media Inc. Richard Kelley

Announcing a new webinar: "Student Housing in the Age of AI." As artificial intelligence technology advances, student housing operators are finding innovative ways to streamline their operations and enhance the resident experience. Student Housing Business magazine will host a webinar — “Student Housing in the Age of AI” — to explore how leaders in student housing are leveraging conversational AI and automation to optimize pre-leasing, support centralized teams, and create a smoother, more engaging experience for residents. Join us Tuesday, Dec. 17, at 2:00 PM EST, to discover practical strategies, hear success stories, and get actionable insights to help your team stay ahead in today’s competitive landscape. Panelists: · Ashly Poyer, SVP of Sales & Marketing, PeakMade Real Estate · John Barr, Director of Leasing & Innovation, The Dinerstein Companies · Shane Guillot, Director of Centralized Operations, Cardinal Group Companies · Kendra Woodley, Vice President of Leasing & Sales, The Scion Group · Jacob K., Vice President of Client Strategy, EliseAI (moderator) Key Topics of Discussion: · How to Enhance Pre-Leasing with AI-Driven Personalization · Streamlining Maintenance and Resident Requests · Supporting Centralized Operations (including leasing and resident communications across multiple channels) · Engaging Residents with 24/7 Multilingual AI Assistants This webinar is complimentary, thanks to sponsor EliseAI, a leading technology company revolutionizing the housing industry with their self-learning CRM and advanced conversational AI. Its innovative solutions streamline operations, enhance resident experiences, and drive efficiency across every aspect of property management. Register Here: https://ow.ly/zPBB50UafN5 #Studenthousing #studentliving #webinar #commercialrealestate

🚀 Unlocking the Power of Feature Selection in Machine Learning: A Strategic Approach to Housing Price Predictions 🏠 In the complex world of housing price predictions, selecting the right features can make or break your model. One powerful technique to streamline this process is the Sequential Feature Selector (SFS). But what exactly does it do, and why should you care? 🔍 What is Sequential Feature Selector? SFS is a stepwise process that iteratively selects the most relevant features for your model, optimizing performance while reducing complexity. It starts with an empty model and adds (or removes) features one by one based on their impact on the model’s performance. 🌟 Why is it Important? 1. Enhances Model Accuracy: By focusing on the most predictive features, SFS improves the model’s accuracy, leading to more reliable predictions. 2. Reduces Overfitting: SFS helps in minimizing the inclusion of irrelevant features, thereby reducing the risk of overfitting. 3. Improves Interpretability: With fewer features, your model becomes easier to interpret, making it more valuable for decision-makers. 🏠 Real-World Application: Housing Price Predictions In housing price prediction models, you deal with a myriad of features—location, square footage, number of bedrooms, neighborhood crime rates, and more. But not all features contribute equally to the price prediction. Using SFS, you can identify which features truly matter. For instance, you might find that location and proximity to public transportation have a higher predictive power than the number of bathrooms. By focusing on these key features, your model not only becomes more accurate but also more interpretable, enabling real estate professionals to make better-informed decisions. 🔗 Why Should You Consider SFS in Your Next Project? Incorporating SFS into your feature engineering pipeline is a strategic move that can dramatically enhance the efficiency and effectiveness of your machine learning models, particularly in domains like real estate, finance, and healthcare where feature selection is crucial. #scaler #MachineLearning #FeatureSelection #DataScience #HousingMarket #RealEstate #ArtificialIntelligence #SequentialFeatureSelector #PredictiveModeling #DataDriven #InnovationInAI

𝗪𝗵𝗮𝘁 𝗶𝗳 𝘆𝗼𝘂 𝗰𝗼𝘂𝗹𝗱 𝗮𝗻𝗮𝗹𝘆𝘇𝗲 𝘆𝗲𝗮𝗿𝘀 𝗼𝗳 𝗺𝗮𝗿𝗸𝗲𝘁 𝗱𝗮𝘁𝗮 𝗶𝗻 𝘀𝗲𝗰𝗼𝗻𝗱𝘀 𝘁𝗼 𝗺𝗮𝗸𝗲 𝘀𝗺𝗮𝗿𝘁𝗲𝗿 𝗶𝗻𝘃𝗲𝘀𝘁𝗺𝗲𝗻𝘁 𝗰𝗵𝗼𝗶𝗰𝗲𝘀? Despite interest rate cuts, commercial real estate construction remains slow due to high costs, lengthy approval times, and economic uncertainty. To navigate this challenging landscape, AI-powered data analytics is emerging as a game-changer for developers and investors. Here’s how AI is revolutionizing CRE: -Speed & Real-Time Insights: AI provides instant analytics, assessing asset values, market trends, and project viability—enabling faster, data-driven decisions. -Automating Repetitive Tasks: From lease analysis to financial modeling, AI transforms hours of work into minutes, boosting efficiency and reducing errors. -Smarter Site Selection: By analyzing zoning laws, migration patterns, and demographics, AI identifies optimal sites and predicts demand with accuracy, helping investors make informed choices. -Cost Control & Risk Mitigation: AI forecasts material costs, optimizes procurement, and mitigates construction delays—keeping projects on budget. -Enhanced Investor Relations: AI automates capital-raising, improves compliance, and provides real-time transparency, building stronger investor trust. Adopting AI in CRE means quicker decisions, improved profitability, and reduced risk—an advantage in today’s competitive market. At Paramount Real Estate Properties, we’re more than just a brokerage. At Paramount Real Estate Properties we’re not only a Real Estate Brokerage, we are solution providers. We help provide better occupancy solutions for your company and great investment opportunities for your personal property portfolio. Take us up on a free 15 minute consultation to learn if we’re a fit for your investment goals.   #ParamountRealEstate #ParamountRealEstategta #MelGiannone #TorontoRealEstate #CREInvesting #CanadianRealEstate #PrivateEquityRealEstate #RetailRealEstate #OfficeRealEstate #IndustrialRealEstate #PropTech #DataAnalytics #AIAnalytics #CRETech #RealEstateAutomation

If #proptech is your thing and you haven't looked at our new report: "Visual Revolution," yet, then you need to. The gist of the report is that the smarter #multifamily technology gets, the bigger the payback on highly detailed information about the physical assets that we manage. Think, for example, about how we will train #AI to help us manage our buildings. Think about the proliferation of sensor-based technologies and how we track their information. Think about how we can make properties easier for prospects and increasingly centralized leasing teams to understand. Think about how visualization of data analysis tells the story of a property in a way that reports and lists cannot. Visualization is changing our software environment faster than you might think. If multifamily tech is your thing, download your FREE copy of "Visual Revolution" 20for20 - Visual Revolution https://hubs.ly/Q02QH8yH0

𝐓𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦𝐢𝐧𝐠 𝐇𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞 𝐰𝐢𝐭𝐡 𝐀𝐈/𝐌𝐋 In the rapidly evolving landscape of 𝐡𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞, 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 and 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 are proving to be 𝐠𝐚𝐦𝐞-𝐜𝐡𝐚𝐧𝐠𝐞𝐫𝐬. From enhancing 𝐝𝐢𝐚𝐠𝐧𝐨𝐬𝐭𝐢𝐜 𝐚𝐜𝐜𝐮𝐫𝐚𝐜𝐲 to 𝐩𝐞𝐫𝐬𝐨𝐧𝐚𝐥𝐢𝐳𝐢𝐧𝐠 𝐭𝐫𝐞𝐚𝐭𝐦𝐞𝐧𝐭 plans, the impact of AI/ML on healthcare is profound. At 𝐅𝐨𝐫𝐠𝐞𝐚𝐡𝐞𝐚𝐝.𝐢𝐨, we are at the forefront of this 𝐭𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦𝐚𝐭𝐢𝐨𝐧, leveraging our 𝐞𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 in 𝐀𝐈/𝐌𝐋 to develop innovative solutions that address 𝐜𝐫𝐢𝐭𝐢𝐜𝐚𝐥 𝐡𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞 𝐜𝐡𝐚𝐥𝐥𝐞𝐧𝐠𝐞𝐬. Here are a few ways AI/ML is revolutionizing healthcare: 𝐏𝐫𝐞𝐝𝐢𝐜𝐭𝐢𝐯𝐞 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬: Predicting disease outbreaks, patient admissions, and treatment outcomes to improve resource allocation and patient care. 𝐏𝐞𝐫𝐬𝐨𝐧𝐚𝐥𝐢𝐳𝐞𝐝 𝐌𝐞𝐝𝐢𝐜𝐢𝐧𝐞: Tailoring treatment plans based on individual patient data, leading to more effective and efficient care. 𝐌𝐞𝐝𝐢𝐜𝐚𝐥 𝐈𝐦𝐚𝐠𝐢𝐧𝐠: Enhancing the accuracy of diagnostics through advanced image processing and analysis. 𝐕𝐢𝐫𝐭𝐮𝐚𝐥 𝐀𝐬𝐬𝐢𝐬𝐭𝐚𝐧𝐭𝐬: Streamlining administrative tasks and improving patient engagement with AI-powered chatbots and virtual assistants. 𝐄𝐇𝐑 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬: Utilizing predictive analytics to derive actionable insights from Electronic Health Records, enhancing clinical decision-making. As we continue to innovate, our goal remains clear: to 𝐡𝐚𝐫𝐧𝐞𝐬𝐬 the 𝐩𝐨𝐰𝐞𝐫 of 𝐀𝐈/𝐌𝐋 to 𝐜𝐫𝐞𝐚𝐭𝐞 a 𝐡𝐞𝐚𝐥𝐭𝐡𝐢𝐞𝐫 𝐟𝐮𝐭𝐮𝐫𝐞 for all. Let's collaborate and drive the future of healthcare together! #AI #MachineLearning #HealthcareInnovation #DigitalHealth #Forgeahead #Healthcare

🚀 Real Estate Meets AI: The Future is Now! 🚀 Imagine having a 24/7 virtual assistant that never sleeps, never misses a detail, and can analyze a mountain of data in seconds. That's the power of AI in Real Estate – and it’s here to stay! 🏡💼 Here are some ways AI platforms are transforming the way we do business ✅ 📊 Market Analysis – Platforms like Zillow’s AI-powered Zestimate or Reonomy dive deep into market trends, helping us pinpoint the next hot area, analyze property values, and predict future growth rates faster than ever before. 🏢 Property Management – AI solutions like AppFolio or LeaseHawk can handle tenant inquiries, streamline lease management, and even predict maintenance needs based on usage patterns! Imagine reducing those late-night “my sink is leaking” calls with predictive maintenance! 😅 🔍 Lead Generation & Client Matching – Rex or First.io use AI to sift through leads, match clients with ideal properties, and keep your pipeline full by identifying the most promising prospects. Say goodbye to wasted time on cold leads! 📈 🌟 Virtual Tours & Staging – With Matterport and AI-driven virtual staging, potential buyers can tour a property from their couch. That means wider reach, quicker sales, and a polished, photorealistic look for every showing. 💰 Investment Analysis & Risk Mitigation – Platforms like CREmodels and HouseCanary assess risk factors, provide accurate property valuations, and even predict ROI down to the penny, helping you make smarter investments and protect your capital. 💵 #ai #airealestate #realestateai #rudystefanitsis #airburstcapital #oz #qozb #qof #ohiooz #ohioqof #ohioqozb #ohioopportunityzones #DDA #QCT #LIHTC #ohiofamilyoffice #ohioozfund #ohiorealestatefund #realestatefund #LP #gp #sponsor #syndication #limitedpartners #Generalpartners #flexspace #multifamilyinvesting #apartmentinvesting #str #shorttermrental #cabinrental #treehouserental #mixedusedevelopment #landflips #ohiolandentitlements #ohiolandflips #landentitlements #conceptplanning #dirtking #opportunityzones #bonusdepreciation #2017taxcutjobsact

If #proptech is your thing and you haven't taken a look at our new report: "Visual Revolution," yet, then you need to. The gist of the report is that the smarter #multifamily technology gets, the bigger the payback on highly detailed information about the physical assets that we manage. Think, for example, about how we will train #AI to help us manage our buildings. Think about the proliferation of sensor-based technologies, and how we track their information. Think about how we can make properties easier for prospects and increasingly centralized leasing teams to understand. Think about how visualization of data analysis tells the story of a property in a way that reports and lists cannot. Visualization is changing our software environment, faster than you might think. If multifamily tech is your thing, download your FREE copy of "Visual Revolution"  https://lnkd.in/gKASBMPB

For commercial realtors hit by high interest rates and low office occupancy, artificial intelligence (AI) has promise as a potential gateway to greater productivity. Real estate agencies are betting that data science can come to the rescue with new efficiencies that could bolster the bottom line.

For commercial realtors hit by high interest rates and low office occupancy, artificial intelligence (AI) has promise as a potential gateway to greater productivity. Real estate agencies are betting that data science can come to the rescue with new efficiencies that could bolster the bottom line.