AI VALUEFORGE · 13-QUESTION QUICKSCAN · EVIDENCE-LED

AI transformation QuickScanAI-transformatie QuickScanQuickScan de transformação com IA

Use this thirteen-question orientation when you want a first view of how your organisation connects AI initiatives to value, redesigned work, adoption, human accountability and evidence. Choose Unknown when you cannot substantiate an answer.

Your responses support a human-reviewed follow-up, not an automated audit, definitive maturity score or client-ready report. Looking for a senior AI transformation lead instead? Discuss an assignment directly with Milo.

Five dimensionsVijf dimensiesCinco dimensões

ValueWaardeValor

Are AI initiatives tied to material business outcomes, clear objectives and an understanding of the value to be realised?

WorkWerkTrabalho

Do processes and responsibilities evolve when people, AI and other technologies work together?

ExecutionUitvoeringExecução

Can valuable ideas become practical capabilities, supported by leadership, organisational change and adoption?

TrustVertrouwenConfiança

Are governance, security, privacy, human accountability and appropriate oversight built into AI initiatives?

Evidence and scaleBewijs en opschalingEvidências e escala

Do real outcomes and supporting evidence inform decisions to improve, continue, stop or scale?

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Choose the answer that best reflects your organisation today. There are three context questions and ten statements across five dimensions. An Unknown response is appropriate when you lack enough information; it is not automatically treated as a failure.

We use your answers to prepare a preliminary, human-reviewed follow-up. Your contact information remains in the website form system; answer codes, a submission reference and timestamp are also processed in a restricted Google Sheet for internal review.

Do not provide confidential, personal or security-sensitive information in your responses. Review the Privacy Policy before submitting.

AMS — AI ValueForge QuickScan

AI ValueForge QuickScan

A proprietary, evidence-aware AI transformation diagnostic for organisational leaders.

Answer based on the evidence you have. Select Unknown when evidence or knowledge is insufficient. Please do not provide confidential, commercially sensitive or sensitive personal information.

Your responses support a diagnostic conversation. No overall maturity score or automated report is generated.

About you

Full name

Business email

Organisation

Position / role

Context

These are context indicators, not maturity scores.

Q1. How broadly is AI currently being used or developed within the organization?

Q2. How complex are dependencies between AI initiatives, business processes, technology, data and governance?

Q3. How significant could the business, regulatory, security or societal consequences of AI use become?

Value

For the five diagnostic dimensions, select the statement that best reflects the evidence. Unknown means missing evidence; it is never treated as zero.

Q4. Do significant AI initiatives start from a clearly defined business problem, opportunity or strategic outcome?

Q5. Are expected outcomes defined so that realised business value can later be evaluated?

Work

Q6. Are workflows deliberately redesigned when AI changes how work is performed?

Q7. Are human and AI tasks, decisions, responsibilities and escalation paths sufficiently clear?

Execution

Q8. Can AI opportunities be tested and converted into operational capabilities through manageable implementation steps?

Q9. Are people, adoption, data, technology and organizational change addressed as one transformation rather than separate workstreams?

Trust

Q10. Are relevant governance, risk, security, privacy and regulatory requirements considered early enough?

Q11. Are accountability, human oversight, monitoring and escalation sufficiently clear for material AI systems?

Evidence & Scale

Q12. Are decisions to continue, adapt, stop or scale AI initiatives based on explicit evidence?

Q13. Are successful practices, technical capabilities and lessons systematically reused where this creates value?

I acknowledge that my responses and contact details will be used to review this QuickScan and contact me about suitable next steps, as described in the Privacy Policy (opens in a new tab). This acknowledgement is not consent to receive marketing.

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What happens after submitting? Your answers are reviewed and we may contact you to discuss a practical next step, such as leadership support, a focused assessment, a measured pilot or a simpler process improvement without AI.

No automatic maturity score or guaranteed result is implied. For scope, fees or a leadership assignment, contact Milo directly.