AI VALUEFORGE · 13-QUESTION QUICKSCAN · EVIDENCE-LED

Discover where your AI transformation needs attention

A structured first look at how your organisation connects AI initiatives to business value, redesigned work, operational adoption, governance and evidence. Answer thirteen questions about current practices, or choose Unknown where evidence is unavailable. This is a starting point for discussion, not an audited maturity rating.

Five dimensions. One practical starting point.

Value

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

Work

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

Execution

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

Trust

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

Evidence & Scale

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

Complete the AI ValueForge QuickScan

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.

A useful next step, not a verdict.

What happens after you submit? We review your answers and any areas marked Unknown, then contact you about the most useful next step, if one is appropriate. This could be a short discussion of ownership and priorities, a focused assessment, a measured pilot or a simpler process improvement without AI. The online QuickScan is an initial orientation, not an automated maturity score or full assessment report. Any deeper engagement has separately agreed scope, deliverables and fees; no independent certification or guaranteed business result is implied.