The real estate brokerage program of the National Institute for Responsible AI PracticePart of NIRAPVisit nirap.org
NIRAP, National Institute for Responsible AI Practice
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Resources for supervising brokers.

Plain-language guidance on running AI safely in a brokerage, written for brokers and for the agents they supervise. Read the long version, skim the short one, or try a tool.

Featured white paper·October 2026·For brokers

Shadow AI in the brokerage, and what to do about it

Your agents and staff already use AI tools you have not approved, and you answer for what those tools produce. Why bans and silence both fail, and a five-step path that brings AI use into the open.

All resources

  1. White paper

    Why every brokerage should have a verified AI governance program

    Your agents already use AI, and existing law already holds you responsible for what they publish. Why a written policy is not enough, and why an independent check turns it into evidence.

    For brokersOctober 2026
  2. Article

    NAR showed you what to do about AI. Here is what the template leaves to you.

    NAR's template is the right place to start. Six gaps it leaves for each brokerage to close, and four questions to ask before you rely on it.

    For brokers6 min read
  3. Article

    The RealPage case was about rent prices. Its lessons reach every brokerage that uses AI.

    What the DOJ's RealPage case actually decided, why it still matters if you never set a rent, and four AI exposures to be ready to document.

    For brokers6 min read
  4. Article

    What every agent needs to know about AI and their real estate license

    AI does not hold a license. Your agents do. Six habits that keep AI-assisted work inside the Code of Ethics and fair housing law.

    For your agents6 min read
  5. Article

    Why home sellers should care about responsible AI use, and why their agents should care more

    Buyers assume AI is in the process but few trust it. What that means for listing photos, listing copy and pricing tools.

    For your listing agents6 min read
  6. Article

    Your client used AI before they called you. Here is what to do with what they bring.

    AI prices, listing copy, edited photos, drafted terms and report summaries. Five situations, the review each one needs, and the policy clause NAR's template leaves out.

    For agents and their brokers6 min read
  7. Free tool

    AI governance gap assessment

    Work through plain-language controls with the people who use the tools, and see a ranked picture of where your brokerage's governance is weakest. No account, and your answers stay in your browser.

    For brokersAbout an hour
  8. Presentation

    Take the tour of the Responsible AI Governance Bundle

    A click-through look at the toolkit, the AI Governance 101 course and RAICB™ verification: what each part produces and how a brokerage builds its program in as little as a week.

    For brokers5 min
  9. Video

    Preview: AI Governance 101

    A short look at the hour-long course for everyone in your office who uses AI tools: agents, assistants, transaction coordinators and marketing staff.

    For your agents and staff2 min

Everything here is free to read and share, and nothing requires an email. NIRAP offers the brokerage program these resources describe. Nothing on this page is legal advice.

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