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Fair Housing Steering Detector

by recued-core v1

Analyzes showing patterns for potential steering violations under FHA (24 CFR §100.70). Computes chi-square steering score across inferred demographic proxies and zip clusters. Buyer names processed transiently by AI per inference requirements; never stored or exposed in output. Examples shown only when potential steering detected.

How it works 16 steps

Inspect the data fetches, transforms, gates, and output this recipe runs.

Data fetch
all_deals ?
Process (15 steps)
agent_deals filter
Filter by condition
check_deals guard
Stop if agent deals is empty
total_showings count
Count items in agent deals
grouped_zips group_by
Group by properties.property_zip
zip_clusters_count count
Count items in grouped zips
prepare_ai_input map
Extract from each item
ai_analysis ?
skip: config.enable_ai equal false
is_high_risk compare
Check if ai analysis steering score is greater than setting steering threshold
skip: step.ai_analysis is_null
computed_risk_level switch
Map is high risk to one of: true, false
skip: step.ai_analysis is_null
final_steering_score coalesce
Use the first available value from: ai analysis steering score,
final_risk_level coalesce
Use the first available value from: computed risk level, AI disabled
final_analysis_summary coalesce
Use the first available value from: ai analysis analysis summary, AI analysis disabled. Enable AI to assess steering risk.
final_example_showings coalesce
Use the first available value from: ai analysis example showings,
agent_summary to_summary
Format results as a summary card
example_table to_table
Format results as a data table
Settings 3 configurable

Configurable at install. Defaults shown — change them anytime in Recued.

hubspot setting =
enable ai toggle = on
steering threshold number = 2

Trust & control

What installing this recipe would let it do. Recued grants these permissions at install — review them there before approving.

Where it runs

Device + server Runs on your device (browser) or your server.

About

Tags

hubspot compliancefair_housingsteeringhubspotreal_estate

Details

16 steps 3 configurable settings recipe_id: detect-steering-showings-hubspot