Real Estate AI-Ready Data Solutions
Machine Learning. Business Analytics. Artificial Intelligence.
AI-Ready Solutions to Power Your Business
ATTOM continues to be at the forefront of innovation and is leading the charge in making property data more readily accessible and optimized for AI applications. AI is revolutionizing the way businesses interact with our data, and we’re pioneering solutions that empower industries to extract meaningful insights, drive informed decisions, and stay ahead in an increasingly data-driven landscape. We have curated well-organized nationwide data sets from the ever-expanding ATTOM Table of Data Elements that are prepared and formatted to cater specifically to the requirements of machine learning and artificial intelligence models.
What Makes ATTOM’s Property Data AI-Ready?
AI-Ready data is carefully prepared and organized to ensure that it can be effectively used by AI algorithms to make accurate predictions, classifications, or recommendations.
ATTOM takes what it is already great at:
- Data Quality
- Data Consistency
- Data Labeling
- Data Preprocessing
- Data Documentation
- Data Accessibility
Feature Engineering
Carefully selecting features that capture relevant information and patterns to enhance model performance.
Data Integration
Integrating data into a unified format. This requires flattening and combining datasets, resolving schema mismatches, handling duplicate records, and aligning data structures.
ATTOM Offers 3 Main AI-Ready Real Estate Solutions:
Property Solution
- Build Automated Valuation Models (AVMs)
Estimate property values, aid in property appraisals, mortgage lending, and more with the most relevant, populated fields and key descriptions. - Real Estate Investment Analysis
Identify lucrative investment opportunities by analyzing property trends, market conditions, and historical values.
- Property Comparison Tools
Develop tools that allow users to compare different properties. - Property Tax Assessment
Local governments can utilize the dataset to assess property taxes more accurately, based on property features and market trends. - Neighborhood Analysis
Helping potential homebuyers understand the local surroundings and make informed decisions.
Community Solution
- Market Research
Analyze economic, social, and demographic data. - Nonprofit Resource Allocation
Nonprofits can use data on community demographics to allocate resources effectively and address the needs of underserved populations.
- Business Expansion Planning
Evaluate community data to plan business expansions into areas with high growth potential. - Economic Development
Governments can use community data to attract businesses and stimulate economic development.
Large Language Model (LLM) Solution
- Chatbots and Virtual Assistants
Fine-tune LLMs to create chatbots and virtual assistants capable of providing detailed information about schools, neighborhoods, and other topics.
What are the Benefits of AI-Ready Property Data?
Ease of Use
The data is in a format that’s easily consumable by AI and ML algorithms. Users, even those without technical expertise, can readily leverage the data for their analytics and modeling needs.
Time Savings
Without the need to clean, preprocess, and integrate multiple datasets themselves, analysts can start using the data for AI and ML projects immediately, accelerating their time to insights and results.
Customization Potential
Clients can request specific features tailored to their unique needs, enabling a more personalized and valuable data offering.
Learn More: How Industries Leverage AI with ATTOM’s Property Data
Feb 8, 2024
Real estate investing is no longer knowing your localities. It is data-driven and powered by AI and machine-learning.
Jan 29, 2024
Artificial intelligence, machine learning, and API-based data solutions are rewarding the real estate industry, but with reward comes risk.
Sep 26, 2023
ATTOM and Restb.ai are teaming up to bring real estate professionals’ high-quality inspection and appraisal reports. Here’s how.
Practical Uses of AI for Real Estate Agents
Listen in as industry experts Todd Teta, Chief Product and Technology Officer for ATTOM, and James Wang, Co-Founder & CEO for REAI, Inc., share their expertise and insights on the exciting realm of AI in real estate. Discover how embracing AI solutions for real estate indsutry and technology can not only provide real estate agents with a competitive advantage but also enhance their productivity, enabling them to offer superior service in an industry that is progressively reliant on data-driven solutions. Don’t miss this opportunity to gain valuable knowledge and stay at the forefront of innovation in the real estate sector. Register now to secure your spot for this engaging Q&A session.
This Q&A Style Webinar Address Questions, Such As:
- What are the key challenges that real estate agents face today, and how can AI address these challenges?
- How can AI assist in property valuation and market analysis, and what benefits does this bring to real estate professionals?
- In what ways can AI enhance the customer experience for both buyers and sellers in the real estate market?
- What ethical considerations should real estate professionals keep in mind when using AI in their work?
- What trends or innovations in AI and property data do you foresee having the most significant impact on the real estate industry in the near future?
- And more…