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    AI Myths vs. Execution

    Back to B.A.S.I.C.S.

    Six simple rules for using artificial intelligence well. Give AI a real task, inspect what it produces and measure whether the work became more useful or faster.

    AI is the analyst. I’m still the advisor.

    Presented by Abdel Khawatmi · Got Mortgages, Powered by PRMG

    The workshop promise

    Complete one useful AI task well.

    The goal is not more output. It is useful work that a person has reviewed and can stand behind.

    01

    Give AI a task it can help you complete.

    02

    Review and improve the answer AI produces.

    03

    Measure whether AI made that task more useful or faster.

    “AI is the analyst. I’m still the advisor.”

    AI can prepare the work. The judgment, recommendation and relationship stay with the person responsible for them.

    The framework

    Check the B.A.S.I.C.S. before using an AI answer.

    Six connected rules for clearer prompts, stronger evidence, human review and practical execution.

    B

    Bring AI a clear task

    What should AI help me do?

    The myth

    AI will figure out what I need.

    Give AI a specific job, an audience and a useful output. Keep the recommendation with the advisor. A defined task makes the answer easier to judge.

    Try this AI prompt

    Using Abdel's notes, identify the unanswered question and draft three questions for my next call. Do not infer why Abdel went quiet.

    A

    Ask AI better questions

    What context does AI need?

    The myth

    One perfect prompt is all I need.

    Treat prompting as a conversation. Let AI ask about missing context, then refine the answer. Add facts you know and label what you still need to confirm.

    Try this AI prompt

    Before drafting Abdel's follow-up, ask me up to three questions. Focus on the stated goal, the information already provided and the next step we actually agreed.

    S

    Supply AI reliable facts

    What evidence can AI use?

    The myth

    A confident AI answer must be accurate.

    Provide relevant sources and dates. Ask AI to separate evidence from assumptions. Check important claims against the source and use only authorized information.

    Try this AI prompt

    Use only Abdel's supplied notes. Return two lists: facts supported by the notes, and unknowns. Do not invent rates, approvals, savings or intent.

    I

    Inspect AI's answer

    Where might AI be wrong?

    The myth

    If AI agrees with me, my plan is sound.

    Ask AI to challenge its answer and your assumptions. Read the result yourself. A second AI answer can expose a weakness, but it does not independently verify a claim.

    Try this AI prompt

    Challenge my assumption that Abdel is not interested. Give two possible alternative explanations, label them as possibilities and suggest one question that would help us learn more.

    C

    Communicate in your voice

    Does this AI draft sound like me?

    The myth

    More AI content automatically means more business.

    Use AI to make a real answer clearer. Give it a sample of your voice and a length limit. Preserve the facts, explain why they matter and choose one next step.

    Try this AI prompt

    Draft Abdel's follow-up in under 60 words. Use a warm, direct tone. Mention the payment question and offer a short call. Do not invent urgency or make promises.

    S

    Simplify one task with AI

    Did AI improve the work?

    The myth

    Full automation is the goal.

    Choose one repeatable task and compare the time before and after AI, including review and correction. Keep the human decision and follow-through in the process.

    Try this AI prompt

    From these meeting notes, draft a short recap and list agreed actions, owners and dates. Mark missing details as unconfirmed. Keep proposed actions separate from commitments.

    Fictional demonstration

    A borrower follow-up built only from known facts

    Abdel asked about the monthly payment. The notes contain no agreed follow-up date. Abdel has not replied to the last message.

    Known

    The payment question, no agreed follow-up date and no reply to the last message.

    Unknown

    Why Abdel went quiet, what changed and which next step Abdel prefers.

    Human next step

    Review the draft, correct unsupported statements and offer a respectful conversation.

    Fictional example only. Do not invent rates, approvals, savings, intent, urgency or promises.

    Practical use

    Three jobs AI can help prepare

    Each output still needs a human decision before it is used.

    01

    Call review

    Find unanswered questions in your notes.

    02

    Client education

    Explain an approved answer simply.

    03

    Meeting recap

    Organize agreed actions for review.

    Reusable AI prompt

    Help me with [specific task]. My audience is [audience] and the outcome I need is [outcome]. Use this approved context: [facts, sources and dates]. Ask me up to three questions if key information is missing. Separate facts from assumptions. Draft [format and length] in my voice. Identify unsupported claims and give one reason your approach might fail. I will review the answer before using it.

    Human review

    An AI draft needs your decision.

    01Does each important claim match the source?

    02Did AI add an assumption, promise or commitment?

    03Would I stand behind this answer in a client conversation?

    10-minute AI lab

    Generate, challenge, revise and log.

    3 min

    Give AI a task and verified context.

    4 min

    Generate, challenge and revise the AI answer.

    3 min

    Review with a partner and log the result.

    Measure the work

    Four measures of AI execution

    Use measured work, not assumptions, to decide whether the task improved.

    AI tasks reviewed

    Completed work with a review date, named human reviewer and Reviewed or Used status.

    AI outputs used

    Reviewed output that was actually put to use.

    Correction rate

    The share of assessed outputs that needed a fix. Missing assessments remain visible.

    Net minutes saved

    Time before less total time with AI, including prompting, review and correction.

    Example only: 30 minutes before minus 18 minutes after, including review, equals 12 net minutes saved.

    Your first 30 days

    Test one task. Improve it. Decide what stays.

    Week 1

    Test one AI task and record the quality and time before and after.

    Weeks 2–3

    Improve the prompt, repeat the task and keep the human review.

    Week 4

    Compare quality and time, then choose what to keep, fix or stop.

    One action. A named owner. A date. A way to know it is done.

    FAQ

    Questions about the session

    What is AI Myths vs. Execution: Back to B.A.S.I.C.S.?

    A practical HousingWire session from Abdel Khawatmi of Got Mortgages built around six simple rules for using artificial intelligence well: define the task, improve the questions, supply reliable facts, inspect the answer, preserve your voice and measure one repeatable task.

    Who is this session for?

    Mortgage Loan Officers and mortgage industry professionals who want a practical, human-reviewed way to use approved AI tools in everyday work.

    Does AI make the recommendation?

    No. AI can analyze and prepare. The advisor verifies the facts, exercises judgment, owns the recommendation and decides the next step.

    What does the fictional Abdel example demonstrate?

    It shows how to prepare a borrower follow-up from limited notes without inventing why someone stopped responding or creating unsupported rates, approvals, savings, intent, urgency or promises.

    How should progress be measured?

    Track AI tasks reviewed, reviewed outputs actually used, correction rate and net minutes saved. Include all prompting, review and correction time in the comparison.

    Are the workshop materials available?

    Yes. The presentation, participant workbook, KPI tracker and one-page infographic are available here in their original formats.

    Before you use an AI answer, check the B.A.S.I.C.S.

    AI is the analyst. I’m still the advisor.

    The judgment stays with me.

    Abdel Khawatmi · Got Mortgages, Powered by PRMG · 973-536-0276 · GotMortgages.com

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