Assess whether a special-purpose program is well designed or a pretext
August 31, 2026 · SmartSolo
Situation
After a board asking if the bank should settle a matched-pair study, CRA assessment-area versus lending footprint is what fair-lending officer can touch in a manufactured-housing lender with dealer-originated files. Fair Lending will live with A special-purpose program is well designed versus A pretext on this Redlining and HMDA Data file.
Decision
Fair-lending officer in a manufactured-housing lender with dealer-originated files must choose A special-purpose program is well designed / A pretext using CRA assessment-area versus lending footprint after a board asking if the bank should settle a matched-pair study.
Hypotheses to test
- Fair-lending officer can defend A special-purpose program is well designed from CRA assessment-area versus lending footprint after a board asking if the bank should settle a matched-pair study in a Fair Lending challenge.
- Fair-lending officer cannot defend A special-purpose program is well designed from CRA assessment-area versus lending footprint; A pretext is what the extract actually supports after a board asking if the bank should settle a matched-pair study.
- A board asking if the bank should settle a matched-pair study never reached the population in CRA assessment-area versus lending footprint — reopen intake, do not close a special-purpose program is.
- Two facts in CRA assessment-area versus lending footprint after a board asking if the bank should settle a matched-pair study conflict for fair-lending officer; hold this Redlining and HMDA Data file.
Analysis required
- Compare CRA assessment-area versus lending footprint to similarly situated files, second-review notes, and reason codes after a board asking if the bank should settle a matched-pair study.
- Flag any disparate-impact table fair-lending officer cannot explain from CRA assessment-area versus lending footprint.
- Test a documented exception versus a pattern a manufactured-housing lender with dealer-originated files must defend.
- For this Fair Lending Redlining and HMDA Data file, read CRA assessment-area versus lending footprint against a board asking if the bank should settle a matched-pair study and write the one fact that would move a special-purpose program is for fair-lending officer.
Recommendation
Explore more
More Fair Lending prompts
- Assess whether HMDA data can be relied on for the exam (5a0c49)
- Assess whether a model update needs a fair-lending revalidation (a39c61)
- Assess whether the exam response should concede a finding (583253)
- Assess whether line assignments have a disparate impact the bank will defend
- Assess whether HMDA data can be relied on for the exam (827836)
Explore related decision areas
- Assess whether umbrella attachment is too thin for the hazard (335d16)Insurance Underwriting
- Assess whether the vendor can be used in a regulated process (9bcb1a)AI Governance
- Assess whether a SAR narrative is supportable today (13f788)Fraud Detection
See governed multi-model AI on your own prompt
Compare GPT-5, Claude, and Gemini side by side, with human review and a decision record built in.

