AI-vaardigheid is geen binaire schakelaar, aan of uit, geletterd of niet. Het is een spectrum van competentie dat bepaalt hoe effectief een medewerker AI kan inzetten om waarde te creëren in hun specifieke rol.
Before you can develop AI capability in your organisation, you need an honest assessment of where it currently stands. Most capability assessments treat AI fluency as binary, people either know AI or they don't, which produces neither useful segmentation nor useful development plans. Fluency is a spectrum, and understanding where different people and teams sit on that spectrum is the foundation of effective capability development.
Level 1: AI Aware
Niveau 1: AI-bewust
The AI Aware individual understands that AI tools exist, has a general sense of what they can do, and knows that AI is increasingly relevant to their work. They may have experimented briefly with consumer AI tools (ChatGPT, Copilot) and formed initial impressions, sometimes accurate, sometimes based on limitations they encountered in early interactions that have since been addressed.
The AI Aware individual understands that AI tools exist, has a general sense of what they can do, and knows that AI is increasingly relevant to their work. They may have experimented briefly with consumer AI tools (ChatGPT, Copilot) and formed initial impressions, sometimes accurate, sometimes based on limitations they encountered in early interactions that have since been addressed.
What AI Aware people typically cannot do: use AI reliably for professional tasks, formulate effective prompts, evaluate AI output quality, or identify where AI would add value in their specific workflow. They know AI exists without knowing how to use it well.
What AI Aware people typically cannot do: use AI reliably for professional tasks, formulate effective prompts, evaluate AI output quality, or identify where AI would add value in their specific workflow. They know AI exists without knowing how to use it well.
Development priority: Provide role-specific, hands-on training that moves from awareness to practical capability. Generic introductory sessions have already done what they can, the next step is application.
Development priority: Provide role-specific, hands-on training that moves from awareness to practical capability. Generic introductory sessions have already done what they can, the next step is application.
Level 2: AI Enabled
Niveau 2: AI-vaardig
The AI Enabled professional uses AI tools regularly and productively in their work. They have developed effective prompts for their most common tasks, have a sense of where AI is reliable and where it requires verification, and have integrated AI into their personal workflow in meaningful ways. Their productivity on AI-assisted tasks is noticeably higher than before adoption.
The AI Enabled professional uses AI tools regularly and productively in their work. They have developed effective prompts for their most common tasks, have a sense of where AI is reliable and where it requires verification, and have integrated AI into their personal workflow in meaningful ways. Their productivity on AI-assisted tasks is noticeably higher than before adoption.
What AI Enabled people typically cannot do: design AI-assisted workflows for their team, evaluate new AI tools against their function's needs, support colleagues in developing AI capability, or contribute meaningfully to AI strategy discussions. Their capability is personal rather than organisational.
What AI Enabled people typically cannot do: design AI-assisted workflows for their team, evaluate new AI tools against their function's needs, support colleagues in developing AI capability, or contribute meaningfully to AI strategy discussions. Their capability is personal rather than organisational.
Development priority: Provide advanced training in workflow design and team AI leadership. Consider these individuals for AI Champion development if they have the interest and aptitude.
Development priority: Provide advanced training in workflow design and team AI leadership. Consider these individuals for AI Champion development if they have the interest and aptitude.
Level 3: AI Advanced
Niveau 3: AI-gevorderd
The AI Advanced professional has moved beyond personal productivity to organisational impact. They can design AI-assisted workflows for their team, evaluate new AI tools and platforms, serve as an internal resource for AI questions and guidance, and make credible contributions to AI strategy in their domain. They understand the limitations of AI well enough to design appropriate oversight and quality control.
The AI Advanced professional has moved beyond personal productivity to organisational impact. They can design AI-assisted workflows for their team, evaluate new AI tools and platforms, serve as an internal resource for AI questions and guidance, and make credible contributions to AI strategy in their domain. They understand the limitations of AI well enough to design appropriate oversight and quality control.
AI Advanced professionals are typically team leads, senior professionals in AI-intensive roles, or individuals who have invested significant time in developing AI capability beyond what their organisation's training provided. They are your most valuable asset in AI adoption, but they are rare and need to be identified and developed deliberately.
AI Advanced professionals are typically team leads, senior professionals in AI-intensive roles, or individuals who have invested significant time in developing AI capability beyond what their organisation's training provided. They are your most valuable asset in AI adoption, but they are rare and need to be identified and developed deliberately.
Development priority: Formalise their champion role, provide structured development in AI governance and strategy, and ensure they have the time and organisational support to develop their team.
Development priority: Formalise their champion role, provide structured development in AI governance and strategy, and ensure they have the time and organisational support to develop their team.
Level 4: AI Champion
Niveau 4: AI-kampioen
The AI Champion can lead AI transformation initiatives end-to-end within their domain: identifying opportunities, building the business case, designing solutions, managing implementation, and sustaining adoption. They are a credible internal voice on AI strategy, can evaluate vendor claims critically, and can develop AI capability in others.
The AI Champion can lead AI transformation initiatives end-to-end within their domain: identifying opportunities, building the business case, designing solutions, managing implementation, and sustaining adoption. They are a credible internal voice on AI strategy, can evaluate vendor claims critically, and can develop AI capability in others.
Most organisations need a small number of genuine AI Champions, enough to drive capability development across the organisation without needing external support for every AI initiative. Building this cadre is a strategic investment, typically requiring 3 - 5 days of intensive development plus ongoing coaching and networking.
Most organisations need a small number of genuine AI Champions, enough to drive capability development across the organisation without needing external support for every AI initiative. Building this cadre is a strategic investment, typically requiring 3 - 5 days of intensive development plus ongoing coaching and networking.
Development priority: The VZA AI Champion Programme is designed specifically for this cohort, four intensive days covering AI strategy, tool evaluation, workflow design, change management, and organisational leadership. Contact us for details.
Development priority: The VZA AI Champion Programme is designed specifically for this cohort, four intensive days covering AI strategy, tool evaluation, workflow design, change management, and organisational leadership. Contact us for details.
Assessing Your Organisation
Uw organisatie beoordelen
A practical way to assess your organisation's current AI fluency distribution: ask each team member to rate their AI capability across five dimensions (awareness, personal use, workflow design, team development, strategy). The distribution of responses tells you how much of your population is at each level and where development investment will have the most impact.
A practical way to assess your organisation's current AI fluency distribution: ask each team member to rate their AI capability across five dimensions (awareness, personal use, workflow design, team development, strategy). The distribution of responses tells you how much of your population is at each level and where development investment will have the most impact.
Typical findings in our assessments: 20 - 30% of professional staff are genuinely AI Enabled, 5 - 10% are AI Advanced, and fewer than 2% could be classified as AI Champions. The majority are AI Aware, they know AI exists and have formed opinions about it, but are not yet using it meaningfully in their work. This is the development priority for most organisations: moving the AI Aware majority to AI Enabled.
Typical findings in our assessments: 20 - 30% of professional staff are genuinely AI Enabled, 5 - 10% are AI Advanced, and fewer than 2% could be classified as AI Champions. The majority are AI Aware, they know AI exists and have formed opinions about it, but are not yet using it meaningfully in their work. This is the development priority for most organisations: moving the AI Aware majority to AI Enabled.
Knowing where your team is on the AI fluency spectrum is the first step in developing a training and development programme that is appropriately targeted. Development resources invested in moving AI Aware staff to AI Enabled produce the broadest organisational impact. Development invested in growing AI Advanced to AI Champion produces the internal leadership capability for sustainable transformation. Both are necessary.
Knowing where your team is on the AI fluency spectrum is the first step in developing a training and development programme that is appropriately targeted. Development resources invested in moving AI Aware staff to AI Enabled produce the broadest organisational impact. Development invested in growing AI Advanced to AI Champion produces the internal leadership capability for sustainable transformation. Both are necessary.
VZA conducts AI capability assessments as part of our training programme design process, helping organisations understand their current state before designing the development journey. If you'd like to understand where your team stands, we'd be glad to help.
VZA conducts AI capability assessments as part of our training programme design process, helping organisations understand their current state before designing the development journey. If you'd like to understand where your team stands, we'd be glad to help.