Individual AI fluency
Can people use AI thoughtfully, check its output and recognize its limits?
Independent AI advisory · Canada
Your people
are using AI.
Is your business
ready?
Turn individual capability into organizational readiness. Get a clear view of what’s working, what’s missing and where to act next.
For owners and leaders of small and medium-sized businesses.
THE READINESS PICTUREIllustrative example
One business.
Seven connected dimensions.
THE DECISION BEHIND THE CHART
Where do we need stronger foundations before we scale AI?
Sample values only. Not client results, a benchmark or an assessment of your business.
A clearer basis for your next decision
What to pursue What to strengthen What to sequence next
The readiness gap
AI skills are a start.
The organization
makes them count.
A capable employee can find a better way to work. A ready organization can make that way repeatable.
That takes more than training or access to tools. It takes clear priorities, usable data, shared practices, accountable leadership and sensible guardrails.
The assessment brings these pieces into one conversation, so you can decide what to support, what to change and what needs to happen first.
Does this sound familiar?
- People are experimenting, but the business priorities are unclear.
- A promising pilot depends on one person or one team.
- You want to invest, but need a better view of the gaps.
What we assess
See the whole picture.
Choose a better next step.
Seven dimensions connect individual capability to the conditions your business needs to put it to work.
Builder capacity
Can your business turn useful ideas into workable solutions and maintain them?
Team and cross-site collaboration
Do learning, practices and ownership travel across teams and locations?
Governance and risk
Are responsibilities, boundaries and review practices clear enough to guide decisions?
Problem and business-value alignment
Are AI initiatives connected to real problems and a clear definition of useful results?
Leadership and operating rhythm
Do leaders set priorities, assign ownership and regularly review progress?
Data and technology foundation
Are the data, tools and access needed for the intended work available and dependable?
Connected dimensions.
Practical decisions.
Informed by established research and frameworks. Independent advisory work, with findings interpreted in the context of your business.
What you receive
A picture of today.
A plan for what comes next.
Outputs designed for a leadership discussion—and for the people who will take the next steps.
A seven-dimension readiness radar
A shared view of relative strengths and gaps, read alongside the evidence and business context.
An executive explanation
What the findings mean, the evidence behind them and where uncertainty remains.
Prioritized recommendations
Actions to consider first, with their rationale, dependencies and relevance to your goals.
A practical roadmap
A sequence of next steps with proposed owners, ready to discuss and agree with your team.
How an engagement works
Start with your decisions.
Build from the evidence.
- 01
Agree the scope
Discuss your priorities, who should be involved and the decisions the assessment needs to support. Agree scope, timing and fees before work begins.
- 02
Understand the reality
Gather perspectives and review agreed evidence across the seven dimensions. Explore how work happens across people, teams and systems.
- 03
Make sense of the findings
Review strengths, gaps and evidence with your leadership team. Discuss priorities and shape a roadmap with proposed owners and next steps.
The person behind the work
Practical experience.
An organizational lens.
[Founder name]
Independent AI-readiness advisor
Understanding AI is one part of the challenge. Helping people work with it, together, is another.
I helped design challenges for an AI Immersion Day involving more than 130 people and 30 teams across different offices.
This is relevant experience in designing collaborative AI activities. It is not a client case study, a claim of business outcomes or an employer endorsement.
[Additional public biography awaiting confirmation]
A few useful answers
Before we talk.
Is this right for a small or medium-sized business?
The offer is designed for Canadian SMB owners and leaders who need to understand their organizational readiness before choosing or scaling AI initiatives. The discovery conversation helps determine whether an assessment fits your priorities and capacity.
Do we need to be using AI already?
No. You may be exploring your first use cases or trying to make existing experiments more consistent. We start with the decisions you face and agree a relevant scope.
Is this certification or a compliance audit?
No. This is independent advisory work, not certification or a regulatory compliance opinion. It is not officially endorsed by a standards body or framework publisher.
What information would you need from us?
We agree the people, documents and examples needed during scoping. These may include business priorities, current practices and existing AI initiatives. Access and confidentiality arrangements are agreed before sharing assessment evidence. Please do not include confidential material in an initial enquiry.
How long does it take, and what does it cost?
Timing and fees depend on the agreed scope, number of teams and evidence available. You receive a proposal before committing to a paid assessment.
Will this guarantee a return on AI investment?
No. The assessment helps you make better-informed decisions and prioritize action. Results depend on what you choose to implement, your resources and your business context.
Start a conversation
What would you like
AI to make possible
in your business?
Let’s discuss where you are today, the decisions ahead and whether an assessment would help.
A discovery conversation comes first.
A paid engagement follows only if we agree the fit and scope.