Prohibits a person or entity from knowingly or with reckless disregard facilitate an agreement between or among two or more residential rental property owners or managers to not compete with respect to residential rental dwelling units, including by operating or licensing a software, data analytics…
This bill prohibits agreements among residential rental property owners to not compete, particularly using algorithmic tools.
Relating To Antitrust.
This bill prohibits algorithmic price-setting in Hawaii's rental market and mandates a public education program by the Attorney General.
Relating To Permitting.
This bill requires funding for an AI-assisted pre-compliance intake pilot platform for permitting, in collaboration with a selected county, while preserving human service.
Sets rules and procedures for the admissibility of evidence created or processed by artificial intelligence.
This bill establishes rules for the admissibility of evidence created or processed by artificial intelligence in criminal and civil proceedings.
Various property tax matters.
SB0163 regulates property tax inspections in Indiana, requiring taxpayer permission, details conditions for tax representatives, and mandates a report on automated valuation systems.
"Fair Business Practices Act of 1975"; any person from facilitating noncompete agreements between residential rental property owners or managers, including by use of algorithmic coordinating functions; prohibit
This bill prohibits facilitating noncompete agreements among rental property owners and managers using algorithms, and restricts setting lease terms and occupancy levels based on software recommendations.
Fair and Future Ready Housing Act; enact
The Fair and Future Ready Housing Act addresses AI use in housing, requiring oversight, disclosures, and repealing conflicting laws to prevent discrimination.
Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule submitted by the Bureau of Consumer Financial Protection relating to "Quality Control Standards for Automated Valuation Models".
This bill seeks congressional disapproval of the Bureau of Consumer Financial Protection's rule on quality control standards for automated valuation models.
Providing for the modernization of notarization and the county register of deeds process with respect to real estate documents for the purpose of mitigation of real estate document-related fraud, requiring the development, implementation and administration of a two-tiered authentication system for…
HB2309 aims to modernize notarization and the county register of deeds process to reduce real estate document fraud, requiring new authentication systems and allowing fraud investigations.
Makes use of algorithmic systems to influence price and supply of residential rental units unlawful.
Bill S451 aims to make using algorithmic systems to influence residential rental prices and supply unlawful in New Jersey. Full text details are unavailable, and analysis is speculative.
Prohibits the use of a facial recognition system by a landlord on any residential premises.
This bill prohibits landlords from using facial recognition systems on residential premises in New York, effective 120 days after becoming law.
Rental price fixing; algorithmic pricing
HB2490 prohibits the use of algorithmic devices using nonpublic competitor data for coordinating rental pricing in Arizona.
Prohibits the use of algorithmic pricing by landlords to determine the amount of rent to charge a residential tenant.
Bill S2266 prohibits landlords in Rhode Island from using algorithmic pricing to set residential rent, but the full text is unavailable to confirm exceptions or penalties.
AN ACT relating to the use of algorithmic devices in setting the amount of rent to be charged to a residential tenant.
The bill prohibits landlords from using algorithmic devices to set residential rent, categorizing such use as a violation of KRS 367.170 and 367.175, and applies to agreements executed on or after the effective date.
Prohibits the use of a facial recognition system by a landlord on any residential premises.
This bill prohibits landlords from using facial recognition systems on residential premises in New York.
Prohibits the use of an algorithmic device by a landlord for the purpose of determining the amount of rent to charge a residential tenant; declares that such use is an unfair or deceptive trade practice.
This New York bill prohibits landlords from using algorithmic devices to set residential rent amounts, declaring such practices as unfair under general business law.
Prohibits use of algorithm or artificial intelligence to set residential rental amounts and prohibits landlord price fixing of residential rents. Violations constitute a deceptive trade practice and violators are subject to civil suit.
Bill S2892 prohibits using AI or algorithms to set residential rents and bans landlord price fixing in Rhode Island.
Prohibits the use of a facial recognition system by a landlord on any residential premises.
This bill prohibits landlords from using facial recognition systems on residential premises in New York.
Creating a public county registry of the monthly rent charged by landlords for each owned unit and prohibiting landlords from using algorithms or software to determine rental rates.
This bill establishes a public registry of rental rates and bans landlords from using algorithms to set these rates.
Prohibits the use of an algorithmic device by a landlord for the purpose of determining the amount of rent to charge a residential tenant; declares that such use is an unfair or deceptive trade practice.
NY S02697: Prohibits landlords from using algorithmic devices to determine rent, declaring such use as an unfair or deceptive trade practice.
Prohibits the use of a facial recognition system by a landlord on any residential premises.
This bill prohibits landlords from using facial recognition systems on residential premises in New York, effective 120 days after becoming law.
Relating To Antitrust.
Prohibits algorithmic price-setting in Hawaii's rental market and mandates a public education program by the Attorney General.
Housing rental terms: algorithmic devices.
SB52's regulation of rental pricing algorithms and enforcement cannot be confirmed due to the absence of the full bill text.
ALGORITHMICS PROHIBITED-RENT
HB5871 prohibits landlords in Illinois from using algorithmic devices with nonpublic competitor data to set residential rent.
Relating To Antitrust.
This bill prohibits algorithmic price-setting in Hawaii's rental market, mandates a public education program, and specifies fines and penalties for violations.
Virginia Fair Housing Law, et al.; personalized algorithmic pricing disclosures, prohibitions.
The bill mandates disclosures on algorithmic pricing, prohibits discriminatory uses of protected class data, and prohibits landlords and multiple listing services from setting or adjusting rent prices, rental agreement terms, and occupancy levels based on algorithmic recommendations. It allows the Attorney General to seek civil penalties in addition to an injunction.
Residential Leases - Use of Algorithmic Device by Landlord to Determine Rent, Occupancy, and Lease Terms - Prohibition
This bill prospectively prohibits landlords from using algorithmic devices to set rent and lease terms for future residential leases in Maryland.
Makes use of algorithmic systems to influence price and supply of residential rental units unlawful.
Bill A3326 proposes to make the use of algorithmic systems to influence residential rental prices and supply unlawful in New Jersey. Full text needed for comprehensive details.
Restricts use and sale of algorithmic devices for establishing rent price or occupancy of residential property.
Bill A3989 restricts the use and sale of algorithmic devices for setting rent prices or occupancy in New Jersey, with specific exceptions and penalties outlined in the bill.
Prohibits the use of a facial recognition system by a landlord on any residential premises.
This bill prohibits landlords from using facial recognition systems on residential properties in New York, taking effect 120 days after becoming law.
Prohibits the use of a facial recognition system by a landlord on any residential premises.
This bill prohibits landlords from using facial recognition systems on residential premises in New York. Full bill text is needed to confirm details about exceptions, penalties, and definitions.
Prohibits the use of a facial recognition system by a landlord on any residential premises.
This bill prohibits landlords from using facial recognition systems on residential premises in New York, effective 120 days after becoming law.
Prohibits the use of a facial recognition system by a landlord on any residential premises.
This bill prohibits landlords from using facial recognition systems on residential premises in New York. The full bill text is not available, so specific details cannot be confirmed.
Relates to the use of automated decision tools by landlords for making housing decisions; sets conditions and rules for use of such tools.
The bill regulates landlords' use of automated decision tools in housing decisions, detailing conditions and rules.
Prohibits a person or entity from knowingly or with reckless disregard facilitate an agreement between or among two or more residential rental property owners or managers to not compete with respect to residential rental dwelling units, including by operating or licensing a software, data analytics…
This bill prohibits agreements among rental property owners to not compete, including through software or data analytics.
Virginia Residential Landlord and Tenant Act; algorithmic pricing device use by certain landlords.
The bill mandates landlords owning more than 10 rental units or having over a 10% interest in such units to disclose in writing algorithmic pricing use under the Virginia Residential Landlord and Tenant Act.
Prohibits use and sale of algorithmic devices for setting rent price or occupancy of residential dwelling units.
Bill A2299 prohibits the use and sale of algorithmic devices for setting rent prices or occupancy in New Jersey, but no assumptions can be made without the full bill text.
Prohibits the use of an algorithmic device by a landlord for the purpose of determining the amount of rent to charge a residential tenant; declares that such use is an unfair or deceptive trade practice.
This bill prohibits landlords from using algorithmic devices to set residential rent amounts, declaring such use as an unfair or deceptive trade practice.
Relates to the use of automated decision tools by landlords for making housing decisions; sets conditions and rules for use of such tools.
This bill proposes conditions for landlords in New York using automated decision tools, pending full text verification.
Providing for the modernization of notarization and the notary public process with respect to real estate documents for the purpose of mitigation of real estate document-related fraud, requiring the development, implementation and administration of a two-tiered authentication system for…
HB2696 aims to modernize the notarization process for real estate documents in Kansas to mitigate document-related fraud by implementing a two-tiered authentication system and requiring 3D biometric antifraud technology by December 31, 2027.
Prohibits the collecting of information of historical or contemporaneous prices, supply levels, or lease or rental contract termination and renewal dates of residential dwelling units from two or more rental property owners for purposes of analyzing or processing of such information using an…
NY S01573: Prohibits collecting information from two or more rental property owners for algorithmic analysis to recommend rental prices, lease terms, or occupancy levels.
No Use Of Ai For Rent Manipulation
The content of HB215 regarding AI and rent manipulation is currently unverifiable due to unreadable bill text.
ALGORITHMICS PROHIBITED-RENT
The Prohibition of Algorithmics in Rent Act prohibits landlords from using algorithmic devices that rely on nonpublic competitor data to set rent amounts, with exceptions for reports by trade associations and products for affordable housing guidelines.
Amends the residential landlord and tenant act to prohibit the use of algorithmic renting-setting software that relies on nonpublic competitor data to determine rental prices or occupancy levels for residential dwelling units in Rhode Island.
This bill prohibits algorithmic software using nonpublic competitor data for rental prices or occupancy levels in residential dwelling units in Rhode Island.
Relates to the use of automated decision tools by landlords for making housing decisions; sets conditions and rules for use of such tools.
This bill regulates landlords' use of automated decision tools for housing decisions, requiring transparency and impact analysis. The attorney general may investigate violations.
Prohibits use of algorithm or artificial intelligence to set residential rental amounts and prohibits landlord price fixing of residential rents. Violations constitute a deceptive trade practice and violators are subject to civil suit.
Bill H8058 prohibits using AI to set residential rents and bans landlord price fixing, classifying violations as deceptive trade practices.
No Biometric Barriers to Housing Act of 2025
The No Biometric Barriers to Housing Act of 2025 prohibits biometric recognition technology in certain federally assisted dwelling units.
AI Regulation in the Real Estate Industry
State legislatures across the United States are actively developing artificial intelligence regulations that directly affect Real Estate companies and practitioners. These laws address a wide range of concerns including algorithmic discrimination, automated decision-making, data privacy, consumer transparency, and the use of high-risk AI systems that can materially affect individuals' lives. As of 2026, 16 states have introduced or enacted legislation with direct implications for Real Estate.
Compliance requirements vary significantly by state, making it essential for Real Estate legal and compliance teams to track both enacted laws and pending bills. Key obligations may include conducting algorithmic impact assessments, providing consumer disclosures when AI is used in consequential decisions, implementing risk management programs, and ensuring human-in-the-loop oversight for high-stakes outcomes. Penalties for non-compliance can be substantial — see our Penalty Tracker for details by state.
To assess your organization's specific compliance obligations under current and upcoming Real Estate AI regulations, use our Am I Affected? tool. For upcoming enforcement dates, visit the Deadlines page or the Deadline Calendar. Use the Bill Comparator to analyze differences between state laws side-by-side.