AIGRaaS
Use Case

Real Estate

Fair Housing Act compliance for AI property agents

Real estate AI must never discriminate based on protected characteristics or steer buyers toward or away from neighborhoods. AIGRaaS ensures Fair Housing Act compliance.

$301B

AI in real estate market

35.5%

Market CAGR

FHA

Compliance ready

The problem

AI agent described neighborhoods in ways that could constitute steering

Property recommendations correlated with demographic data

No audit trail for fair housing compliance reviews

State-level AI regulations creating new compliance requirements

The AIGRaaS solution

Pre-built Fair Housing Act compliance ruleset

Blocks discriminatory descriptions, steering language, and demographic profiling

Constitutional framework evaluates for bias, not just prohibited words

Audit trails and compliance reports for regulatory review

How AIGRaaS fits your stack

Step 1

Property AI replies

Your real estate chatbot or voice agent generates a response.

Step 2

AIGRaaS Fair Housing module

Blocks discriminatory descriptions, steering language, and demographic profiling.

Step 3

Buyer receives compliant response

Safe descriptions pass through; problematic content gets neutralized.

Step 4

Compliance audit record

Every evaluation logged for Fair Housing Act regulatory review.

The ruleset we recommend

Start with this configuration — refine for your specific requirements.

real-estate-fha.json
{
  "name": "property-agent-v1",
  "mode": "pre-delivery",
  "compliance": ["fair-housing-act", "hud-steering-rules"],
  "harm": {
    "discriminatory_descriptions": { "block": true, "severity": "critical" },
    "steering_language": { "block": true, "severity": "critical" },
    "demographic_profiling": { "block": true, "severity": "critical" },
    "protected_characteristics": { "block": true, "severity": "critical" }
  },
  "honesty": {
    "calibration": "strict",
    "non_deceptive": true
  },
  "audit": {
    "retention_days": 2190,
    "format": "fha_record"
  }
}

Compliance mapping

RegulationRequirementAIGRaaS module
Fair Housing Act §3604Prohibition of discriminatory housing practicesFair Housing compliance ruleset
HUD steering rulesNo steering buyers toward/away from neighborhoodsSteering-language blocker
CA SB-1047 (if applicable)Algorithmic transparency for high-stakes decisionsDecision trace export
NY AI Bill of RightsBias audit requirements for automated systemsSemantic bias evaluation + audit trail

Questions we get

Learn more about the capability that powers this use case:

Compliance Modules

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