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AI Agents and Appraiser Oversupply

should be grounded in ethical and moral considerations.
Perhaps the good Pope should open up all the still hidden records of the inquisition where the church tortured people to save their souls. I have one ancestorial family record from E. France where a woman refused to recant and her arms were lifted over her head by Papal police and she was nailed to a post by a nail thru both hands. Then they built a fire and burned her to death in front of her children. The elder child fished the nail out of the fire after it cooled, and it remained in the Chastain family for centuries.
 

Sinéad O'Connor's Will Instructed Children to ‘Milk' Her Unheard Music ‘For All It's Worth'​


Speaking of the Pope, Sinead's heirs only got like $1.5 million left after all the expenses from probate.
Thus, it's a reminder to not go through probate.
 
Thus, it's a reminder to not go through probate.
There are no easy ways to avoid it. Give everything away, I suppose... I am trustee of an irrevocable trust of a relative and it is the most hairshirt job imaginable short of being trustee of an estate.
 
Indeed, AI is capable of comparing residential house interiors and exteriors with other houses that have similar characteristics, and it can highlight and quantify the differences. Here's how it generally works:

1. **Image Analysis:** AI analyzes the images to identify key features of the house such as the layout, materials used, general condition, and any unique aspects.
2. **Feature Extraction:** It extracts specific features such as the style of the house, the condition of the roof, the type of flooring, the quality of the fixtures, etc.
3. **Comparison:** The extracted features are then compared against a database of other houses with similar characteristics. This includes comparing aspects like size, layout, age, and condition.
4. **Quantification:** Differences are quantified in various ways, including numerical scores, percentage differences, or even cost estimates for necessary repairs or upgrades.
5. **Highlighting Differences:** The AI can visually highlight areas of difference in side-by-side comparisons or through annotated images.

This process is particularly useful in real estate and insurance, as it helps in providing accurate valuations and assessments. Real estate agents can use it to give more precise recommendations to buyers, and insurance companies can better assess risk and policy costs.

Do you think this would be helpful for you in any specific context?

Yes, AI can certainly assist in determining the current market value of a house by incorporating sales prices and dates of sale from comparable properties. Here's how it works:

1. **Data Collection:** AI gathers data on recent sales of similar properties, including the sales prices and the dates of sale.
2. **Price Adjustment:** It adjusts the older sales prices for inflation or changes in the real estate market to reflect current values.
3. **Comparative Market Analysis:** AI performs a comparative market analysis (CMA) by comparing the subject property to recently sold comparables, considering factors like location, size, age, condition, and amenities.
4. **Market Trends:** It examines current market trends, such as supply and demand, interest rates, and economic indicators, that may affect property values.
5. **Valuation Models:** AI applies valuation models, like regression analysis or machine learning algorithms, to estimate the current market value based on all collected information.

The result is a data-driven estimate that can be a useful guide for homeowners, buyers, and real estate professionals. Though it's important to note that while AI can provide a very accurate estimate, it should ideally be complemented by an on-site appraisal by a human expert.

Would you be interested in trying out an AI-based tool for this purpose?
 
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That's a very valid point. AI-based property valuations can vary in cost, depending on the service and the level of accuracy required. Generally, here are a few things to consider:

1. **Pricing Models:** Some AI valuation services charge per report, while others may offer subscription models, especially for real estate professionals or frequent users.
2. **Service Providers:** Costs can differ between providers. It's worth comparing different platforms to see which one offers the best balance between cost and accuracy.
3. **Tiered Services:** Many services offer different tiers of reports, with more detailed analyses (taking into account a greater number of variables) typically costing more.
4. **Free Tools:** There are some free tools that provide rough estimates, but they may not be as accurate as paid services.
5. **Included Services:** Some valuations might include additional perks like a full market report, recommendations for property improvements, or integration with real estate databases.

If cost is a primary concern, it could be beneficial to start with a basic, perhaps even free, tool to get an initial estimate. For a more detailed and reliable assessment, paying for a higher tier service might be worth the investment.

Would you like me to recommend any specific AI-based valuation services?
 
I'm glad to help! Here are a few notable AI-based property valuation services you might find useful:

1. **C3 AI Property Appraisal:** This service offers enterprise-grade AI software for accurate and fair market valuations. It includes bi-directional integration with appraiser systems, AI-generated sales comparable adjustments, and automated appraisals.

2. **Numalis:** Known for its AI-powered property valuations, Numalis uses machine learning, computer vision, and natural language processing to enhance the accuracy and efficiency of property valuations.

3. **Ascendix:** Their AI property valuation software makes appraisals faster, more accurate, and cost-efficient. It helps real estate professionals avoid human errors and compliance issues, and adapt to market volatility.

These services can vary in cost, so it’s a good idea to explore their websites, request demos, or speak to their representatives to find the most suitable option within your budget.

Ready to dive into the world of AI-enhanced real estate?
 
From the most reliable AI property valuation services with the lowest per-unit cost, **LandLogic** stands out. LandLogic’s Automated Valuation Model (AVM) delivers accurate property valuations within a few minutes at a competitive cost. Plus, they offer a scenario builder that lets you explore different possibilities and their impacts on property value. Their platform combines advanced AI, listing data, and insights for a comprehensive valuation.

However, it’s always best to review the details of each service and see which one aligns with your specific needs. If you’d like more insights on other services, I’m here to assist!
 
For a reliable and accurate AI-driven property valuation, **LandLogic** is notable. Their **Automated Valuation Model (AVM)** delivers precision by combining advance AI, comprehensive data, and insightful analytics. They also offer a scenario builder, helping you understand potential value changes with modifications.

Considering your need for both reliability and accuracy, LandLogic's solution might be worth exploring. It balances detailed analysis with user-friendly features, catering to both individual homeowners and real estate professionals.

Feel free to let me know if you need any further advice or guidance!
 
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