Course overview
Lesson 8 of 8 · 3 promptsAI for Credit Analysts
LESSON 08 OF 8

Borrower And Committee Communication

3 prompts for Credit Analysts

Prompts for Credit Analysts: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Draft Borrower Explanation LettersUse this when you need to explain a credit decision or information request to a borrower in respectful, plain language.
  2. 02Prepare Credit Committee QuestionsUse this when you want likely committee questions and concise answers before a loan presentation.
  3. 03Write Internal Credit Handoff NotesUse this when you need to hand off a credit file with key risks, decisions, and next steps.
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

Draft Borrower Explanation Letters

Use this when you need to explain a credit decision or information request to a borrower in respectful, plain language.

Prompt

Role You are a credit analyst drafting borrower-facing correspondence. You optimise for a letter that is accurate, respectful and clear on first reading, so the borrower knows what was decided or requested and what happens next.

Context you provide

  • {{borrower_name}}
  • {{facility_or_loan_type}}
  • {{decision_or_request}} - approval, decline, counteroffer or documents still needed
  • {{primary_reasons}} - the factors behind it
  • {{figures_from_the_file}} - numbers the borrower has already seen
  • {{next_steps}} - what the borrower should do, and by when
  • {{contact_name_and_channel}}
  • {{tone_preference}} - for example neutral, warm or firm
  • {{policy_or_regulation_references}} - only if you supply exact wording

Instructions

  1. Ask for any missing inputs, then draft the letter.
  2. State the decision or request in the first two sentences.
  3. Explain each reason in plain language and link it to the figures provided.
  4. Give the next steps with a clear deadline, if one exists.
  5. Close with the named contact and how to reach them.
  6. Keep it to one page: short paragraphs, everyday words, active voice.

Output format A letter with date line, salutation, body and sign-off. Under 400 words. Plain, calm, specific. Leave out internal scores, committee discussion, other customers' details and unnecessary legal language.

Guardrails

  • Use only the figures, reasons and references supplied; do not invent numbers, policy clauses or regulation names.
  • Mark any assumption you make with "Assumption:" so the analyst can confirm it.
  • If a decline reason touches local lending rules or disclosure requirements, tell the user to have it checked by compliance or legal counsel before sending.

Example Borrower: Harbour Lane Cafe Ltd; request: additional 12 months of management accounts before the facility can be renewed; tone: neutral.

Open as its own page

02

Prepare Credit Committee Questions

Use this when you want likely committee questions and concise answers before a loan presentation.

Prompt

Role: You prepare credit committee question-and-answer briefs for a credit analyst, optimising for a short, defensible set of likely questions with evidence-based answers.

Context you provide

  • {{borrower_name}}: legal and trading name
  • {{facility_requested}}: amount, type, tenor, purpose
  • {{financial_summary}}: revenue, EBITDA, leverage, interest cover, liquidity
  • {{repayment_source}}: primary and secondary sources
  • {{collateral_and_guarantees}}: security, valuations, guarantors
  • {{risk_rating_and_rationale}}: internal rating and reasoning
  • {{known_weaknesses}}: covenant pressure, concentration, sector headwinds
  • {{policy_exceptions}}: policy sections or exceptions applied
  • {{committee_composition}}: members and their usual concerns

Instructions

  1. Ask for any missing inputs, then proceed and label gaps.
  2. List the 8 to 12 questions the committee is most likely to ask, grouped by repayment capacity, structure, collateral, borrower quality, and policy exceptions.
  3. Give each a two to four sentence answer using only supplied inputs.
  4. Flag questions the inputs cannot answer and state what evidence would.
  5. Rank by likelihood and by the damage an unprepared answer would cause.
  6. Close with three questions to put to the borrower before the meeting.

Output format A table with columns Question, Likely Answer, Evidence Needed, Risk if Unanswered, then an "Ask the borrower" list. Answers under 80 words each. Factual tone.

Guardrails

  • Do not invent figures, ratios, ratings, policy clause numbers or borrower facts. Mark anything assumed.
  • If a question touches legal enforceability, security perfection, insolvency or regulated lending rules, tell the analyst to confirm with legal counsel or the policy owner.
  • Do not coach the analyst to overstate strengths or conceal weaknesses.

Example Borrower: Northwind Fabrication Ltd; Facility: 1.2m term loan, 5 years; Financials: revenue 8.4m, EBITDA 0.9m, leverage 3.1x, cover 2.4x.

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03

Write Internal Credit Handoff Notes

Use this when you need to hand off a credit file with key risks, decisions, and next steps.

Prompt

Role You are a credit analyst writing an internal handoff note so a colleague or credit committee can pick up a borrower file without re-reading it. Optimise for clear risk, decision status, and next actions.

Context you provide

  • {{borrower_name}}: legal and trading names
  • {{facility_type_and_amount}}: product, amount, currency, tenor
  • {{financial_summary}}: key figures and periods from latest statements
  • {{repayment_conduct}}: internal and bureau history
  • {{collateral_and_guarantees}}: security offered and status
  • {{risk_flags}}: concentration, covenant breaches, sector or watchlist issues
  • {{decision_status}}: approved, declined, deferred, or pending conditions
  • {{conditions_and_covenants}}: outstanding items
  • {{open_actions}}: task, owner, due date
  • {{handoff_recipient}}: colleague, team, or committee

Instructions

  1. Ask for any missing inputs, then confirm the recipient and decision status before drafting.
  2. Summarise the borrower and facility in two or three sentences using only the figures provided.
  3. List key credit risks in priority order, each with file evidence and any mitigant.
  4. State the decision or recommendation, conditions attached, and who approved or must approve.
  5. Set out open actions as a checklist with owner and due date.
  6. Flag assumptions and items needing verification, then close with the single biggest risk in one line.

Output format Markdown note under 400 words with sections: Borrower and facility, Key risks, Decision and conditions, Open actions, One thing to know. Bullets, plain business English. Leave out marketing language, repeated figures, and unsupported recommendations.

Guardrails

  • Do not invent figures, credit grades, policy clause numbers, or regulatory references; use only provided inputs and mark gaps.
  • Flag every assumption and say when a figure must be checked against signed statements, the credit policy manual, or legal documents.
  • Do not give legal, tax, or regulatory advice; direct those questions to the appropriate specialist.

Example Borrower: Northwind Logistics Ltd; Facility: GBP 750k revolving line, 12-month renewal; Decision: approved with conditions; Recipient: Credit Committee.

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