THE EXECUTIVE AI CLARITY REPORT™
You Know Your AI Clarity Profile.
Now Find Out What It Means.
FROM DIAGNOSIS TO DECISION
A personalized executive assessment of your organization’s strategic clarity, process clarity, decision accountability, human judgment, and governance and control.
J. Michael Dennis, LL.L., LL.M.
AI Foresight Strategic Advisor
J. Michael Dennis | AI Foresight Strategic Advisor | jmichaeldennis.com
THE EXECUTIVE AI CLARITY REPORT™
FROM DIAGNOSIS TO DECISION
Your AI Clarity Profile identifies where greater clarity may be required. The Report identifies what deserves leadership attention next. The AI Clarity Diagnostic™ identifies where greater organizational clarity may be required. But a diagnostic profile, by itself, is not a decision.
Your organization is implementing artificial intelligence, or deciding whether, where and how to implement it. AI Clarity Report™ converts your diagnostic results and a short set of organizational answers into an individualized executive assessment. It is designed to identify the issues that deserve leadership attention before more money, authority or operational dependence is committed to AI.
| THE QUESTION THAT MATTERS What should leadership address next based on what the diagnostic has revealed? |
The assessment examines five practical questions: Is the organization strategically clear about why AI is being used? Is the process in which AI operates clearly understood and owned? Are decision authority and accountability clear? Is human judgment being applied appropriately to AI-generated information? Are governance and control strong enough to keep the organization in command of how AI is used?
INTRODUCTORY PRICE: US$49
No subscription required.
To request your report, complete the information in this document and email it to jmd@jmichaeldennis.com. Your personalized report is normally delivered within three business days after payment is confirmed.
GET MY EXECUTIVE AI CLARITY REPORT
WHY $49?
AI implementation mistakes can consume months of management attention and substantial organizational resources. The report is intentionally priced to make an independent second look accessible before leadership commits additional time, money or decision authority to an AI initiative.
The objective is not to sell you technology. It is to help you ask better questions before expensive decisions are made.
J. Michael Dennis | AI Foresight Strategic Advisor | jmichaeldennis.com
THE EXECUTIVE AI CLARITY REPORT™
HOW THE ASSESSMENT WORKS
After purchase, download and complete the Executive AI Clarity Report™ Questionnaire and provide your FREE AI Clarity Diagnostic results. The questionnaire normally takes approximately 10–15 minutes to complete.
Your answers are reviewed through the framework of The AI Clarity Doctrine™:
Purpose → Capability → Process → Authority → Governance → Accountability → Action
The purpose is not to generate a generic AI strategy. It is to determine where your organization’s AI capability may be advancing faster than its ability to direct, supervise and control it.
PART I — YOUR ORGANIZATION
1. What best describes your organization?
Sole proprietor / independent professional
Small business — 2–49 employees
Medium business — 50–249 employees
Larger organization — 250+ employees
Non-profit / association
Public-sector organization
Other
2. What is your role?
Board member
Owner
CEO / President
Senior executive
Manager
Professional / advisor
Other
3. What industry or sector does your organization operate in?
Answer: ____________________________________________________________________
PART II — YOUR CURRENT AI USE
4. Which statement best describes your organization’s current use of AI?
We are not currently using AI organizationally.
We are exploring possible uses.
Individual employees are using AI informally.
We are running one or more pilot projects.
AI is formally deployed in some business processes.
AI is becoming materially integrated into our operations.
I do not know the full extent of AI use within the organization.
5. What is the most important AI initiative your organization is currently considering or implementing?
Answer: ____________________________________________________________________
____________________________________________________________________________
6. What business problem is that initiative intended to solve?
Answer: ____________________________________________________________________
____________________________________________________________________________
7. What is your greatest concern about AI implementation right now?
Answer: ____________________________________________________________________
____________________________________________________________________________
J. Michael Dennis | AI Foresight Strategic Advisor | jmichaeldennis.com
THE EXECUTIVE AI CLARITY REPORT™
PART III — YOUR DIAGNOSTIC RESULTS
Enter your five AI Clarity Diagnostic™ scores exactly as shown in your results.
| Strategic Clarity | _____ / 8 |
| Implementation Readiness | _____ / 8 |
| Decision Authority | _____ / 8 |
| Governance & Accountability | _____ / 8 |
| Risk & Oversight | _____ / 8 |
| TOTAL | _____ / 40 |
PART IV — THE CRITICAL QUESTIONS
These questions test whether AI responsibility, process ownership, escalation and final authority are actually defined—not merely assumed.
8. Who currently has overall responsibility for AI inside the organization?
Answer: ____________________________________________________________________
____________________________________________________________________________
9. Who owns the business process affected by the AI initiative described above?
Answer: ____________________________________________________________________
____________________________________________________________________________
10. Who has final authority when a significant AI-generated recommendation conflicts with human judgment?
Answer: ____________________________________________________________________
____________________________________________________________________________
11. Who has authority to suspend the AI system if its reliability becomes questionable?
Answer: ____________________________________________________________________
____________________________________________________________________________
12. If this AI initiative caused a significant financial, legal, operational or reputational problem tomorrow, who would ultimately be accountable?
Answer: ____________________________________________________________________
____________________________________________________________________________
J. Michael Dennis | AI Foresight Strategic Advisor | jmichaeldennis.com
THE EXECUTIVE AI CLARITY REPORT™
NOT ANOTHER GENERIC AI REPORT
Artificial intelligence can generate thousands of pages explaining AI strategy. That is not what this report is designed to do.
The Executive AI Clarity Report™ examines what your own diagnostic results and organizational answers reveal about your specific situation. The analysis concentrates on five dimensions:
Strategic Clarity
Process Clarity
Decision & Accountability
Information & Human Judgment
Governance & Control
| THE OBJECTIVE Identify where AI capability may be advancing faster than your organization’s ability to understand, govern and control it. |
NO VENDOR AGENDA
I do not sell AI software and I do not receive commissions for recommending AI products. The report is not designed to persuade you to implement more artificial intelligence.
The appropriate conclusion may be:
Proceed.
Proceed, but establish controls first.
Redesign the initiative.
Do not implement this use of AI.
The objective is clarity, not adoption.
J. Michael Dennis | AI Foresight Strategic Advisor | jmichaeldennis.com
THE EXECUTIVE AI CLARITY REPORT™
WHAT YOU RECEIVE
Your Executive AI Clarity Report™ is prepared from the information you provide. It is structured for executive use: concise, prioritized and focused on decisions.
1. EXECUTIVE SUMMARY
A concise assessment of your organization’s AI Clarity Profile and the principal findings requiring leadership attention.
2. YOUR AI CLARITY PROFILE
Interpretation of all five diagnostic dimensions, with emphasis on how weaknesses interact rather than on isolated low scores.
3. YOUR PRINCIPAL AI DECISION GAPS
Identification of areas where AI capability may be exceeding organizational clarity, authority or control.
4. GOVERNANCE & ACCOUNTABILITY EXPOSURES
Identification of weaknesses involving responsibility, decision authority, process ownership, human oversight, escalation, accountability and stopping authority.
5. IMPLEMENTATION VULNERABILITIES
Identification of organizational conditions that could cause an otherwise promising AI initiative to fail.
6. PRIORITY ACTIONS
A prioritized set of actions management should consider before expanding implementation—not fifty recommendations, but the issues that deserve attention first.
7. QUESTIONS LEADERSHIP SHOULD ANSWER
Specific questions for your board, executive team or management group based on the weaknesses revealed by the assessment.
8. THE CLARITY VERDICT
A final assessment of your organization’s AI clarity position, identifying the principal issues requiring leadership attention and the reasoning supporting that assessment.
J. Michael Dennis | AI Foresight Strategic Advisor | jmichaeldennis.com
THE EXECUTIVE AI CLARITY REPORT™
WHO THIS REPORT IS FOR
The Executive AI Clarity Report™ is designed for leaders who must make or oversee consequential decisions about artificial intelligence:
Board members considering their oversight responsibilities for AI.
CEOs and executives deciding where, when and under what conditions to implement AI.
Managers responsible for introducing AI into existing business processes.
Business owners determining whether AI investments are justified.
Leaders concerned that AI adoption may be moving faster than governance, accountability or organizational readiness.
| NO TECHNICAL EXPERTISE REQUIRED This is an organizational decision assessment, not a technical examination. |
REQUEST YOUR EXECUTIVE AI CLARITY REPORT™
INTRODUCTORY PRICE: US$49
After purchase, download and complete the Executive AI Clarity Report™ Questionnaire, then email the completed questionnaire and your five diagnostic scores to:
jmd@jmichaeldennis.com
Your personalized report is normally delivered within three business days after payment is confirmed. If you do not see the delivery message, check your Junk, Spam or Promotions folder.
GET MY EXECUTIVE AI CLARITY REPORT
No subscription required.
J. Michael Dennis | AI Foresight Strategic Advisor | jmichaeldennis.com
THE EXECUTIVE AI CLARITY REPORT™
THE FOUNDATION BEHIND THE ASSESSMENT
 | A CONSTITUTION FOR ORGANIZATIONAL JUDGEMENT The AI Clarity Doctrine A framework for leaders who must preserve judgment, accountability and organizational coherence as artificial intelligence becomes embedded in decision processes. PLACE YOUR ORDER: jmichaeldennis.com/shop/ |
PDF DIGITAL EDITION
Once payment is received and confirmed, your copy is sent to the email address provided with your order, normally within 2–3 days. If it does not arrive within that period, check your Junk, Spam or Promotions folder.
J. Michael Dennis | AI Foresight Strategic Advisor | jmichaeldennis.com
THE EXECUTIVE AI CLARITY REPORT™
ABOUT J. MICHAEL DENNIS
| Based in Kingston, Ontario, J. Michael Dennis is a former barrister and solicitor, Crisis & Reputation Management expert, and Public Affairs & Corporate Communications specialist. Today, he advises executives, boards and organizations navigating the strategic uncertainty created by artificial intelligence. His work focuses on separating real AI capability from hype, identifying long-term risks and opportunities, and helping leaders make clear, responsible decisions in an uncertain technological environment. |
J. Michael Dennis, LL.L., LL.M.
AI Foresight Strategic Advisor
Contact: jmd@jmichaeldennis.com
Website: jmichaeldennis.com
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