I built an AI app that uses ML to predict a home's ARV using other properties in the area that have been flipped.

If you just take the 13,835 financed at 6% you are adding 83 dollars a month. so a double whammy.Now, lets consider if rates drop to 5.5% in 24 months (not a prediction just a what if) and you could have refinanced at a much lower costs then the above scenario in what you paid in pre-paid and additional interest. on the other hand, if rates for your same scenario after your 5 year payback period is 9, then you will have an asset with a much lower then current market rent.  

Here are some trends that could play out, or further develop in 2025.Leasing & Tenant Experience AI-Powered Leasing: Chatbots and AI tools will streamline leasing processes, from answering tenant inquiries to scheduling tours.Virtual Tours & Digital Leasing: These will become even more standard, making it easier for tenants to rent remotely.TechnologySmart Property Management: IoT devices (smart locks, thermostats, etc.) will become more common, improving efficiency and tenant satisfaction.Property Management Software: Platforms will integrate more AI for predictive maintenance, rent collection, and financial reporting.SustainabilityGreen building practices and energy-efficient upgrades will be a major focus, driven by tenant demand and potential incentives.AI & AutomationAI will play a bigger role in tenant screening, rent pricing optimization, and even predicting market trends.Automation will handle repetitive tasks like maintenance requests and lease renewals, freeing up PMs for higher-level activities.I'm sure there are plenty more shifting trends that I haven't mentioned and that are sure to evolve over the next year. 

Quote from @Marc Zak: In the market where I live (San Diego), appreciation has been strong and many predict it will continue to appreciate in the long term.However, with current interest rates (6% at best) and property tax (2%), the annual cost burden is 8%.Am I correct in saying that appreciation has to be above 8% annually (plus whatever my maintenance and vacancy costs are) for me to make any money in this scenario if the property is cash flow neutral?

How can you semi accurately predict what your mortgage payment will be?

My prediction is that it will slowly stabilize for 2025 and 2026, and climb again in 2027 🤞🤞🤞 

AI tools like HouseCanary and Mashvisor also offer predictive market analysis, assisting investors with better decision-making.

It has been though historically one of the most stable markets in the country, with very predictable patterns.

Platforms like Procore, JobTread, Buildertrend, and FlipperForce have caught my eye, but I want to make sure I’m considering the best fit for my needs.Here’s what I’m looking for in a solution:Cost Estimation: A tool that accurately calculates material and labor costs.Project Oversight: Features to manage tasks, schedules, and budgets efficiently from start to finish.Vendor Integration: Real-time updates on pricing and inventory from suppliers like Home Depot or other suppliers.Material Suggestions: Automation or recommendations based on the rehab’s scope and specifications.Labor Planning: Tools to predict labor hours and staffing requirements for each phase of the project.For those of you who’ve used any of these platforms (or others), I’d love to hear your thoughts:Which software have you found most effective and why?

Basically the same amount of work for them.I don't think anyone really accurately can predict your appreciation or tell you this or that area or property type is going to appreciate more than another.