Most tech high-quality Tech coders are very good in .......... coding , making code efficient, calling different system call library and make optimization such as comparing performance in multi-threading environment, verifying ASIC logic with different memory size lol , in short most tech folks fits into Chief Architect capacity.But for real estate due diligence, LP need to have Chief Financial Officer capability, ability to read and understand financial proforma, forecasting revenue and understanding macro economic compact with certain interest rate sensitive.

Hey,I'm curious about how people are using AI to create efficiencies in their REI businesses.

The increased efficiency is achieved at the cost of buyers' best interests. 

But the answer for everyone may differ.Here are the personal attributes I see in those able to achieve a higher than market ROI, enough higher to be able to “scale”.1- Knowledge of real estate principles, real estate law and real estate finance2- Minimum 3 -5 years full time, or near full time experience directly related to real estate investing3- Ability to utilize technology for increased efficiency, capacity, and accuracy4- Excellent hired legal counsel and excellent hired marketing help5- Established method(s) of obtaining consistently high QUALITY deal flow6- Ability to manage and choose people who are NOT employees: Attorneys, Appraisers, Mortgage Brokers, Real Estate Brokers, Title Companies, Surveyors, Marketing Specialists, Accountants, Contractors, Consultants, Property Managers7- A VERIFIABLE track record of success8- Ability to identify, analyze, and negotiate a deal that can be “worked” for “enhanced” ROI9- Some type of competitive advantage; for example for me it’s my ability to analyze and identify mortgage loans that are actually less risky than all other lenders believe (on the investing in debt side), and on the real property side it’s my ability to analyze”pull the trigger” with LESS information than other investors need,  combined with the ability to pay cash, or raise significant capital almost instantly as well as being able to obtain loans at the lowest prime customer bank rate with no recourse or personal liability.  

However, the relationship and efficiency of work can be supported with the use of new technology such as AI, can it not? 

So in my opinion, it teaches me how to use short-term leverage to build an income snowball...then once I get an efficient and ever-increasing machine...I pivot that into getting more long-term assets (using safe, long-term leverage). 

Prioritize properties with strong rental potential and set aside reserves to handle unexpected costs.Finally, familiarize yourself with tenant laws in your target market, especially in Portland, and consult a real estate-savvy CPA for tax efficiency and legal considerations.

This fosters a top-down management approach that ensures accountability and efficiency throughout the property.As I've earned from my own experiences, the difference between a good operator and a poor one lies in effective asset management.

A class property is great but doesn't make sense if you're looking to scale efficiently. 

In my day job I’m an ops professional who manages a tech stack and efficiency is important.