Skip to content

HOW TO USE AI / FOR BUSINESS LEADERS

Start with real work.
Keep the judgment human.

Choose one task. Give AI a clear brief. Check the result. These short walkthroughs help you put AI to work without handing over the decision.

Use an organization-approved assistant—such as ChatGPT, Claude, Gemini or Copilot—with approved data. These are reusable prompt patterns, not built-in commands or guarantees of equivalent results. Features and permissions vary by product and plan.

Send me practical AI tips Explore the walkthroughs ↓
  1. 01 · DefineOne business task and a clear output.
  2. 02 · PrepareApproved context, constraints and examples.
  3. 03 · DraftAI proposes; missing facts stay unknown.
  4. 04 · VerifyA person checks evidence and decides.

Your next useful AI task

AI-assisted operating examples, not personally reviewed by Z or tested across every AI product. General prompting and response-limitations sources checked 2026-09-25. Review due 2026-11-02. Review is due. Confirm current product behavior before use.

Owners, CEOs, CFOs and COOs

Is your reporting helping anyone decide?

A recurring report can consume hours without changing a decision. AI can help you question what belongs in it.

See the steps + prompt
  1. Choose one approved report and name the decision it should support.
  2. Ask AI to identify repeated detail, missing evidence and unanswered decision questions.
  3. Have the report owner test a shorter draft; compare preparation time and reviewer corrections.

Try this prompt

Review this approved report for [decision]. Identify what supports the decision, what repeats information and what evidence is missing. Suggest a shorter structure. Do not change figures or invent conclusions. Report: [content].

Human checkpoint
The report owner validates every proposed cut; retain required records and controls.

Apply it in the Toolkit · Explore Academy

Version 1 · Prepared 2026-10-27 · General references checked undefined · No individual source verification or live model testing recorded · Review due 2026-11-02 · Review overdue. Confirm current product behavior before use.
Owners, CEOs, CFOs and COOs

What is slowing down your cash collection?

An overdue balance has a cause. AI can help organize the questions your team needs to resolve before chasing customers.

See the steps + prompt
  1. Use a small approved, anonymized list of overdue invoices and recorded reasons.
  2. Ask AI to group the stated causes and flag missing information.
  3. Let Finance choose one cause to investigate; track days to resolve it and cash actually collected.

Try this prompt

Group these overdue items by the reasons explicitly recorded. Separate disputes, missing paperwork and unknown causes. Suggest questions for Finance, without guessing customer intent or drafting payment demands. Items: [approved rows].

Human checkpoint
Finance checks the underlying invoices. No customer contact, credit decision or payment action is authorized.

Apply it in the Toolkit · Explore Academy

Version 1 · Prepared 2026-10-27 · General references checked undefined · No individual source verification or live model testing recorded · Review due 2026-11-02 · Review overdue. Confirm current product behavior before use.
Owners, CEOs, CFOs and COOs

Where is work waiting for a yes?

A short approval can create a long delay. AI can help make the waiting visible before you change who approves what.

See the steps + prompt
  1. Choose one process with repeated approval delays and collect approved timing examples.
  2. Ask AI to separate working time from waiting and identify questions about the handoffs.
  3. Have the process owner test one improvement; compare elapsed time and errors.

Try this prompt

Using only these examples, map the approval steps, recorded working time and waiting time. Flag missing timestamps. Suggest questions to investigate delays; do not remove controls or assign new authority. Examples: [approved notes].

Human checkpoint
The accountable owner approves any process change and checks that required controls remain.

Apply it in the Toolkit · Explore Academy

Version 1 · Prepared 2026-10-27 · General references checked undefined · No individual source verification or live model testing recorded · Review due 2026-11-02 · Review overdue. Confirm current product behavior before use.
Owners, CEOs, CFOs and COOs

Which growth assumption deserves a closer look?

A convincing plan can rest on one weak assumption. AI can help you identify what evidence would change your decision.

See the steps + prompt
  1. Pick one growth initiative and state the decision, budget constraint and key assumptions.
  2. Ask AI to distinguish supporting facts from beliefs and propose a small test.
  3. Choose one test with an owner and a decision date; record what result would change the plan.

Try this prompt

Review this growth proposal using only the supplied information. Separate facts, assumptions and unknowns. Identify the assumption most worth testing and propose a small experiment with an observable result. Do not invent market size, conversion rates or probabilities. Proposal: [approved material].

Human checkpoint
The executive sponsor validates the evidence and approves any spend; this is a discussion aid, not a forecast.

Apply it in the Toolkit · Explore Academy

Version 1 · Prepared 2026-10-27 · General references checked undefined · No individual source verification or live model testing recorded · Review due 2026-11-02 · Review overdue. Confirm current product behavior before use.
Owners, CEOs, CFOs and COOs

What keeps customers asking twice?

Repeated questions can reveal unclear communication or a broken handoff. AI can help find patterns in an approved sample.

See the steps + prompt
  1. Choose anonymized examples where customers had to ask for the same information again.
  2. Ask AI to connect each pattern to supporting excerpts and possible questions for the team.
  3. Have the service owner test one clearer message; track repeat contacts and accuracy.

Try this prompt

Review these anonymized repeat-contact examples. Show recurring questions with supporting excerpts, exceptions and possible explanations clearly marked as hypotheses. Suggest one communication improvement to test. Do not claim the sample represents all customers. Examples: [content].

Human checkpoint
The service owner checks policy, tone and promises before any customer communication.

Apply it in the Toolkit · Explore Academy

Version 1 · Prepared 2026-10-27 · General references checked undefined · No individual source verification or live model testing recorded · Review due 2026-11-02 · Review overdue. Confirm current product behavior before use.
Owners, CEOs, CFOs and COOs

Which decision will your next meeting actually make?

AI can help turn an agenda full of updates into a clearer list of decisions and the evidence each needs.

See the steps + prompt
  1. Choose an approved agenda and identify the decisions the team is authorized to make.
  2. Ask AI to distinguish updates, decisions and items missing evidence.
  3. Confirm the agenda with the chair; track decisions completed and items carried forward.

Try this prompt

Review this agenda and approved notes. Separate information updates from decisions. For each explicit decision, list the evidence provided, missing information and named owner only when stated. Do not invent deadlines or commitments. Material: [content].

Human checkpoint
The meeting chair confirms decision authority and priorities before sharing the revised agenda.

Apply it in the Toolkit · Explore Academy

Version 1 · Prepared 2026-10-27 · General references checked undefined · No individual source verification or live model testing recorded · Review due 2026-11-02 · Review overdue. Confirm current product behavior before use.
Owners, CEOs, CFOs and COOs

What would earn your AI pilot another dollar?

A useful demonstration is a starting point. AI can help structure the evidence needed to continue, change or stop a pilot.

See the steps + prompt
  1. Gather the approved pilot objective, observed results, costs and review effort.
  2. Ask AI to separate measured benefits from estimates and identify evidence gaps.
  3. Have the sponsor and Finance agree the next decision and a date to review actual results.

Try this prompt

Organize these pilot observations into measured results, estimates, costs, reviewer effort and missing evidence. Separate cash savings, avoided hiring and released capacity. Identify questions needed to continue, change or stop. Do not invent ROI or recommend a commitment. Observations: [content].

Human checkpoint
Finance verifies calculations and realizable savings; the sponsor owns the funding decision.

Apply it in the Toolkit · Explore Academy

Version 1 · Prepared 2026-10-27 · General references checked undefined · No individual source verification or live model testing recorded · Review due 2026-11-02 · Review overdue. Confirm current product behavior before use.
Owners & CEOs

Turn an update into a decision brief

Give your next leadership meeting a clear decision to make.

See the steps + prompt
  1. Choose an approved, sanitized operating update.
  2. Specify the decision, audience and one-page format.
  3. Trace every material statement back to the update.

Try this prompt

Using only the update below, draft a leadership brief with: decision needed, supporting facts, missing evidence, options and next action. Label assumptions. Do not invent numbers or owners. Context: [paste approved update].

Human checkpoint
Confirm facts and owners before sharing. A polished summary is not proof.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Operations

Capture how the work actually gets done

Capture how work actually happens before trying to automate it.

See the steps + prompt
  1. Describe the current workflow without personal data.
  2. Ask for numbered steps and exception handling.
  3. Have the process owner walk through a test case.

Try this prompt

Turn this workflow into a draft SOP: trigger, inputs, numbered steps, exception path, owner and approval point. Mark missing information as unknown. Workflow: [approved description].

Human checkpoint
The process owner must validate safety and operational steps.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
CFOs & PE leaders

Challenge an AI business case

Separate a promising time-saving estimate from money you can actually realize.

See the steps + prompt
  1. Enter sanitized assumptions, not confidential financial files.
  2. Ask for missing costs and sensitivity questions.
  3. Recalculate the case in the Toolkit.

Try this prompt

Review these AI project assumptions: [inputs]. Separate released capacity, avoided costs and actual cash savings. Identify double counting, adoption assumptions and missing running costs. Return questions, not a valuation or investment recommendation.

Human checkpoint
Validate arithmetic independently; hours saved are not automatically EBITDA.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Technology & business leaders

Compare vendors against your workflow

Make a shortlist based on evidence, not a persuasive demo.

See the steps + prompt
  1. Write must-have requirements before reading proposals.
  2. Use approved excerpts with dates and source labels.
  3. Ask for evidence gaps instead of a winner.

Try this prompt

Compare these vendor excerpts against [requirements]. Return requirement, evidence quotation, source, date and unknowns. Do not infer a feature from marketing language. List questions to ask each vendor.

Human checkpoint
Confirm capabilities, pricing and security directly before a purchase.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Leadership teams

Create a meeting follow-up people can verify

Get a usable draft without inventing commitments.

See the steps + prompt
  1. Use approved notes with permission.
  2. Separate decisions from suggestions.
  3. Ask attendees to confirm owners and dates.

Try this prompt

From these sanitized notes, extract confirmed decisions and actions. For each action show owner and deadline only if explicitly stated; otherwise use unassigned or not agreed. Put proposals in a separate section. Notes: [text].

Human checkpoint
Review the draft before sending. Do not let AI assign commitments.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Sales & service leaders

Find themes in customer feedback

Turn feedback into questions worth investigating.

See the steps + prompt
  1. Remove identifiers and use an authorized sample.
  2. Ask for themes with supporting excerpts.
  3. Compare themes with the full dataset before acting.

Try this prompt

Group this anonymized feedback into themes. For each, show supporting excerpts, counterexamples and unanswered questions. Do not claim the sample represents all customers. Feedback: [text].

Human checkpoint
Check sample bias and preserve critical minority feedback.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
People & operations

Make missing onboarding information visible

Help a coordinator see gaps while keeping employment decisions human.

See the steps + prompt
  1. Use a fictional or approved nonpersonal checklist.
  2. Ask for missing fields and dependencies.
  3. Have the coordinator approve the final checklist.

Try this prompt

Compare this onboarding checklist with these nonpersonal completion statuses. Return missing items, dependencies and questions for the coordinator. Do not infer eligibility or make employment decisions. Checklist: [text]. Status: [text].

Human checkpoint
Keep identity documents and sensitive employee information out of general AI chat.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Owners & PE leaders

Pressure-test a plan before approving it

Expose weak assumptions while you can still change the plan.

See the steps + prompt
  1. Describe the objective and constraints.
  2. Ask for failure modes and disconfirming evidence.
  3. Assign a human owner to investigate each key risk.

Try this prompt

Challenge this operating plan: [sanitized plan]. Identify five plausible failure modes, evidence that would invalidate assumptions, and a low-cost test for each. Separate facts from hypotheses. Do not invent probabilities.

Human checkpoint
Critique is a starting point for investigation, not a forecast.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
All business leaders

Get a better AI answer with a clearer request

Improve a repeatable task by measuring quality, not verbosity.

See the steps + prompt
  1. Choose three fictional cases, including an exception.
  2. Run two prompt versions under comparable conditions.
  3. Score factual accuracy, missing details and review time.

Try this prompt

Draft two different prompts for [bounded task]. Both must use only supplied facts and flag unknowns. Suggest a simple scoring rubric and three fictional test cases. Label all examples as fictional.

Human checkpoint
Retest when the model, instructions or data changes. Do not claim universal superiority.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Acquisition-minded leaders

Build an evidence request list

Understand what is documented and what still needs an owner.

See the steps + prompt
  1. List nonconfidential process areas.
  2. Ask what evidence would demonstrate how each works.
  3. Let the relevant advisers refine the request list.

Try this prompt

For these operating areas [list], draft an evidence checklist with document type, purpose, proposed owner and open questions. Mark unknowns. Do not conclude that the business is buyer-ready or give legal, tax or valuation advice.

Human checkpoint
Use qualified advisers for transaction-specific judgments.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Define a metric before automating it

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only a proposed operating metric below, produce a table of numerator, denominator, period, exclusions, source and owner. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
Finance and the process owner approve the definition; do not invent a baseline.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Map exceptions before a pilot

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only a sanitized process description below, produce normal path, exception types, escalation triggers and unresolved questions. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
The process owner confirms exceptions and escalation authority.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Set a pilot acceptance test

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only a workflow objective and constraints below, produce a proposed test set, acceptance criteria and stop conditions. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
The accountable owner approves thresholds before testing.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Find missing AI operating costs

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only an AI pilot cost list below, produce one-time costs, recurring costs, omitted cost questions and assumptions. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
Finance validates prices and avoids counting the same cost twice.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Challenge a forecast assumption

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only sanitized forecast assumptions below, produce sensitivity questions and evidence needed for each driver. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
Finance recalculates every scenario independently; AI does not certify the forecast.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Clarify an operating handoff

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only a handoff between two teams below, produce required inputs, acceptance conditions, ownership gaps and escalation questions. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
Both team owners approve responsibilities before the workflow changes.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Do your teams mean the same thing by revenue?

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only nonconfidential field names and definitions below, produce field meaning, units, format, system of record and unresolved ambiguity. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
The data owner verifies every definition against the source system.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Could the same invoice be paid twice?

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only a fictional set of invoice records below, produce possible duplicates, matching evidence and cases needing review. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
The AP owner checks original records; never block payment automatically.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Make adoption measurable

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only a pilot audience and workflow below, produce training steps, observable adoption measures and feedback questions. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
The team lead validates feasibility and avoids treating logins as business value.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Separate decisions from discussion

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only sanitized meeting notes below, produce confirmed decisions, proposals, owners and missing approvals. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
Attendees confirm the record before it is shared.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Draft a small pilot risk register

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only an approved pilot description below, produce risk, cause, potential impact, proposed control and open question. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
The risk owner reviews controls; do not invent probabilities.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

What would make this AI answer good enough to use?

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only a task and three fictional sample outputs below, produce a draft rubric for correctness, completeness, evidence and usability. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
The subject expert scores examples and approves the rubric.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Draft a response without promises

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only a fictional customer issue and approved policy excerpt below, produce a courteous draft that separates confirmed facts from unanswered questions. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
The service owner verifies policy and approves any promise before sending.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Ask better inventory questions

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only sanitized stock and replenishment assumptions below, produce questions about demand variability, lead time, stockouts and data gaps. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
Operations validates data; do not let the model place an order.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Spot gaps in a vendor proposal

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only approved proposal excerpts and requirements below, produce requirement, supporting excerpt, missing evidence and follow-up question. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
Procurement confirms facts directly and makes the selection.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Who really needs access to this information?

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only a fictional workflow and permission list below, produce who needs which access, potential excess permissions and approval questions. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
The system owner verifies actual permissions and approves every change.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

What happens if the automated process stops?

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only a proposed automated workflow below, produce failure triggers, fallback steps, decision owner and recovery evidence. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
The process owner tests the fallback before production use.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Separate capacity from cash

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only sanitized pilot observations below, produce released capacity, avoided costs, realized savings and evidence still needed. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
Finance verifies realizability and prevents double counting.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Prepare sharper board questions

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only an approved initiative update below, produce five decision questions, supporting facts and missing evidence. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
The executive sponsor validates context and sensitive information before use.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Find gaps in a procedure

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only an approved SOP excerpt below, produce unclear steps, undefined terms, missing exceptions and questions for the author. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
The process owner resolves gaps; AI must not invent operating instructions.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Would your pilot handle a difficult day?

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only a workflow and acceptance criteria below, produce normal, incomplete, conflicting and out-of-scope test cases using fictional data. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
The subject expert checks realism and approves expected outcomes.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25
Business leaders

Turn a pilot result into a learning review

Produce one reviewable working draft from information you approve.

See the steps + prompt
  1. Use fictional or sanitized information approved for your AI tool.
  2. Ask for a structured draft with supporting evidence and explicit unknowns.
  3. Have the accountable human review it before sharing or applying it.

Try this prompt

Using only sanitized pilot results below, produce what was observed, what remains uncertain and the next bounded experiment. Label assumptions and unknowns. Cite the supplied input for factual statements. Do not invent figures, owners, approvals or commitments. Do not execute actions. Input: [approved material].

Human checkpoint
The pilot owner verifies results and distinguishes observations from assumptions.

Apply it in the Toolkit · Explore Academy

Version 1 · AI-assisted editorial review 2026-10-26 · No live model test · Review due 2026-11-25

TRUST THROUGH TRANSPARENCY

A review process—not an “always current” claim.

Weekly change review

A scheduled AI-assisted review checks primary vendor sources, flags changed guidance and drafts new how-to tips. Z approves proposed releases before publication.

Monthly curriculum review

The Academy and Toolkit review task examines lessons, examples and tools. Material changes should include a source, version, review date and explanation. Saved member work and earned records are preserved.

Visible limitations

AI-assisted, source-checked and personally reviewed are different labels. Review dates change only after a real check. Expired how-to tips leave newsletter rotation; a labeled practice reminder appears when no new tip is available.

Weekly release · October 26, 2026

Seven newly source-checked tips were approved for publication. Thirty-two reusable practice prompts received an AI-assisted editorial review; their original IDs and versions are unchanged. Seven older feature-specific tips are archived and excluded from newsletter rotation. Source checks do not establish live account availability, tested performance or personal review by Z. Weekly tips are due November 2; practice prompts November 25.

Corrections · October 1, 2026

Corrected tip provenance labels and Toolkit references. Newer practice prompts retain their original IDs and expiration dates. These are AI-assisted examples; release approval does not mean personal verification of every prompt.

Initial release · September 25, 2026

Added ten practical walkthroughs and newsletter tip rotation. General source guidance checked; no model-by-model performance validation. This release does not represent a new audit of every existing Academy lesson or Toolkit formula. The first full curriculum freshness audit remains incomplete.

Reference desk

The sources support general prompting and verification principles; the business workflows and prompts are original illustrative applications, not vendor endorsements.

Report an outdated instruction or confusing result →

When the question is specific to your business.

Use the guide to start. Work with Z when you need an accountable plan for your operating priorities, data and people. Personal review and implementation are separately scoped.

Discuss your first AI value opportunity →