Generally useful with human review
- Brainstorming
- Drafting emails
- Drafting captions
- Simplifying explanations
- Creating checklists
- Repurposing content
- Roleplaying conversations
- Organizing notes
Sample AI Risk & Guardrail Memo
Use this as the starting point for office-level AI boundaries, review rules, and broker talking points. It is built for clarity: where AI helps, where review tightens, and where AI cannot be treated as authority.
Brokerage
Velocity
AI Risk &
Guardrails
This memo is educational and operational. It is not legal advice, compliance certification, fair housing certification, or a guarantee that any AI output is compliant.
Agents and brokerages remain responsible.
Risk reduction, not risk transfer.Requires heightened review
- Listing descriptions
- Market updates
- CMA explanations
- Client-facing pricing language
- Advertising copy
- Local/neighborhood descriptions
- Buyer/seller advice
- Negotiation language
- Anything referencing laws, contracts, schools, safety, demographics, financing, taxes, zoning, HOA, or property condition
Do not rely on AI as authority
- Legal interpretation
- Contract drafting
- Final valuation decisions
- Fair housing compliance decisions
- Tax advice
- Financial advice
- MLS rule interpretation
- State licensing advice
- Confidential client strategy
- Private client financial data entered into public tools
Required review checklist.
Before AI output goes public or to a client, the agent and brokerage still own the final judgment. Agents and brokerages remain responsible for reviewing, verifying, approving, publishing, and using all AI-assisted outputs.
Did AI invent any property facts?
Are all numbers verified?
Are all market stats sourced and current?
Does the copy include fair housing-sensitive language?
Does the copy imply steering?
Does the copy mention schools, demographics, safety, crime, religion, family status, disability, or protected-class proxies?
Are property features verified?
Are square footage, acreage, zoning, HOA, taxes, and restrictions verified?
Does this create a promise the agent cannot support?
Would the broker be comfortable if this were screenshotted?
Is confidential client data included?
Does the agent understand and accept responsibility for the final output?
Broker talking points.
risk reduction,
not risk transfer.
"AI can help you move faster, but it does not remove your responsibility as a licensed professional."
"If AI helps you write something, you still own the output."
"Use AI for drafts, ideas, organization, and roleplay. Do not use it as a substitute for verification, judgment, or compliance review."
"Speed without review creates risk."
"A checker is not a shield. You are still responsible for what you publish or send."
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