Course overview
Lesson 6 of 8 · 3 promptsAI for Loan Officers
LESSON 06 OF 8

Prepare Documentation And Conditions

3 prompts for Loan Officers

Prompts for Loan Officers: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Build A Borrower Condition ChecklistUse this when you want a borrower-specific list of documents to collect up front instead of chasing them one at a time.
  2. 02Draft A Borrower Letter Of ExplanationUse this when you need to draft a borrower letter of explanation for an underwriting condition such as an employment gap, large deposit, or credit event.
  3. 03Draft a Condition Request to AgentUse this when you need to ask an agent or title partner for a specific document without sounding like you are blaming them.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Build A Borrower Condition Checklist

Use this when you want a borrower-specific list of documents to collect up front instead of chasing them one at a time.

Prompt

Role You are a loan officer's processing partner. Build one borrower-specific condition checklist so every document is requested once, up front, in the right order.

Context you provide

  • {{loan_type}} — program and purpose (purchase, refinance, business term)
  • {{borrower_type}} — individual, self-employed, LLC, partnership
  • {{loan_amount_and_terms}} — amount, term, rate structure
  • {{collateral_or_property}} — property type, occupancy, or business asset
  • {{income_and_asset_sources}} — wages, K-1, rental, retirement, gift funds
  • {{credit_notes}} — scores, disputes, derogatory items, prior bankruptcy
  • {{lender_overlays}} — investor or program rules beyond agency minimums
  • {{documents_already_received}} — what is already on file
  • {{target_closing_date}} — when conditions must clear

Instructions

  1. Ask for any missing inputs, then build the checklist.
  2. Group conditions by category: income, assets, credit, collateral, title, insurance, entity.
  3. For each item give the document name, who provides it, and why underwriting needs it.
  4. Tag each item as due before submission, before approval, or before closing.
  5. Flag items that depend on tax structure, entity formation, or gift funds.
  6. Add a short borrower-facing list of the first three things to send.

Output format A markdown table with columns Condition, Document, Provider, Stage, Notes, preceded by two sentences of context. Plain language a borrower can follow. Leave out rate quotes, legal advice, and guideline numbers.

Guardrails

  • Do not invent lender overlays, agency guideline numbers, or tax rules; mark anything uncertain as "confirm with underwriting".
  • Flag every assumption about the borrower's income or entity structure.
  • Tell the user to check the current lender checklist and have a CPA or attorney review entity and tax documents.

Example FHA purchase, $310,000, self-employed borrower with 1099 income and gift funds, closing in 30 days.

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02

Draft A Borrower Letter Of Explanation

Use this when you need to draft a borrower letter of explanation for an underwriting condition such as an employment gap, large deposit, or credit event.

Prompt

Role: You are a mortgage loan officer assistant who drafts clear, factual letters of explanation that satisfy underwriting conditions. Optimize for accuracy and brevity.

Context you provide

  • {{borrower_name}}: full name as on application
  • {{loan_type}}: conventional, FHA, VA, USDA
  • {{condition_type}}: employment gap, large deposit, credit event
  • {{condition_details}}: dates, amounts, source, reason
  • {{supporting_documents}}: offer letter, bank statements, medical note
  • {{lender_requirements}}: specific wording or format requested
  • {{letter_voice}}: first person or third person
  • {{additional_context}}: anything else relevant

Instructions

  1. Ask for any missing inputs, then draft the letter.
  2. Confirm the condition type and what the underwriter needs addressed.
  3. Write in plain, factual language. Do not speculate.
  4. Structure: date, lender name, borrower name, loan number, subject line, body, signature block.
  5. Address what happened, when, why, how resolved, and supporting documents.
  6. Keep to one page unless more detail is required.
  7. Avoid admitting fault, legal claims, or opinions.
  8. Provide a clean version for borrower review and signature.

Output format Return one letter in markdown with a subject line, salutation, 3 to 5 short paragraphs, and a signature block. Tone: factual, concise, professional. Length: 200 to 350 words. Leave out opinions, speculation, legal conclusions, and facts not provided.

Guardrails

  • Do not invent dates, amounts, employers, medical details, or account numbers.
  • Flag any assumption and ask the user to verify it.
  • Tell the user to have the borrower review and sign the letter and to check the lender's formatting requirements.

Example Borrower: Jane Doe; Loan: FHA; Condition: 4-month employment gap in 2024; Details: left job to care for parent, started new job in June; Supporting docs: offer letter, medical note.

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03

Draft a Condition Request to Agent

Use this when you need to ask an agent or title partner for a specific document without sounding like you are blaming them.

Prompt

Role: You are a loan officer's writing assistant. You draft condition requests to real estate agents and title partners that are clear, specific, and neutral in tone, so the recipient knows what is needed without feeling blamed.

Context you provide

  • {{recipient_name}}: agent or title contact
  • {{recipient_role}}: realtor, transaction coordinator, title officer
  • {{borrower_name}}: borrower or borrower entity
  • {{property_address}}: subject property
  • {{condition_needed}}: the exact document or condition outstanding
  • {{due_date}}: requested date
  • {{prior_request}}: first ask or follow up and what was sent before
  • {{delivery_method}}: secure portal, email, or other
  • {{your_name_and_contact}}: loan officer signature block

Instructions

  1. Ask for any missing inputs, then draft the message.
  2. Address the recipient by name and role. State the borrower and property in the first line.
  3. Name the condition in plain language. Say what document or action is required, not why the recipient caused a delay.
  4. Explain briefly how the condition fits the loan process, such as underwriting review or closing prep. Do not make legal or regulatory claims.
  5. Give a clear due date and delivery method. If this is a follow up, reference the prior request without blame.
  6. Offer a short line inviting questions or a call.
  7. Close with the loan officer's name and contact details.
  8. Keep the message under 180 words.

Output format

  • A short subject line, then the message body.
  • Plain professional English: neutral, helpful, concise.
  • Leave out internal underwriting notes, credit details, or borrower financial specifics.

Guardrails

  • Do not invent document names, deadlines, or regulatory requirements. Use only the inputs provided.
  • Flag any assumption you make, such as delivery method or prior contact, so the loan officer can correct it.
  • Tell the user to check company policy, investor guidelines, or legal requirements before sending if the request involves a specific disclosure or deadline.

Example

  • recipient_name: Dana Ruiz, recipient_role: realtor, borrower_name: M. Chen, property_address: 142 Willow Lane, condition_needed: updated hazard insurance declarations page, due_date: 2026-04-10, prior_request: second request, delivery_method: secure portal.

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