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AI-Native Assessment · Employee

Your AI Strategy Is Only as Good as Your People

95% of AI initiatives stall before full production — and the primary barrier is people readiness, not technology. Measure where every employee stands and give them a clear, actionable path forward.

ML
Sample Employee Profile
Product Manager · B2B SaaS
AI Mindset4.1
Technical Fluency3.2
Workflow Integration3.8
Data Literacy3.5
Collaboration2.4
Innovation2.8
Level 3: Practitioner
Consistent AI integration · ready to multiply impact
The Framework

Six Dimensions of Employee AI Readiness

Each dimension captures a different facet of how effectively a person works with AI. Your profile is a shape that shows exactly where to focus your development.

🧠

AI Mindset & Culture

Openness to change, willingness to experiment, and comfort with AI as a true collaborator in daily work.

10 STATEMENTS
🔧

Technical AI Fluency

Practical ability to use AI tools effectively, from basic prompting to advanced multi-step workflows.

10 STATEMENTS

Workflow Integration

How deeply AI is embedded in daily processes and how effectively workflows are redesigned around AI capabilities.

10 STATEMENTS
🔍

Data Literacy & Critical Thinking

Ability to evaluate AI outputs, understand data quality, identify biases, and apply sound judgement.

10 STATEMENTS
🤝

Collaboration & Knowledge Sharing

How actively you share AI knowledge, help colleagues develop skills, and collaborate on AI-powered projects.

10 STATEMENTS
💡

Innovation & Continuous Learning

Proactive pursuit of AI knowledge, identifying innovation opportunities, and contributing to AI evolution.

10 STATEMENTS
Growth Journey

Five Levels of AI-Native Capability

Every employee is on a journey. The assessment shows exactly where you are and what specific behaviours to practise next to move to the following level.

1
Aware
Knows AI exists but hasn't meaningfully used it in work
2
Explorer
Experimenting with AI tools on occasional tasks
3
Practitioner
Consistently integrating AI into daily workflows
4
Advocate
Multiplying AI impact through others and leading adoption
5
AI Native
Living AI-natively and shaping the organisation's direction
Actionable Growth

Built-In Development Pathways

Every assessment result comes with specific, practisable behaviours for each level transition. No abstract plans — just concrete next steps.

1 → 2
Aware to Explorer
Core shift: from knowing about AI to actually using it.
  • Pick one AI tool and commit to one real task every day for two weeks
  • Keep a simple log: what you tried, what worked, what didn't
  • Find a colleague already experimenting and ask to see their workflow
2 → 3
Explorer to Practitioner
Core shift: from occasional experiments to consistent integration.
  • Redesign one important workflow end-to-end with AI
  • Learn advanced prompting techniques (chain-of-thought, few-shot)
  • Build a personal prompt library for your top 5 recurring tasks
3 → 4
Practitioner to Advocate
Core shift: from personal proficiency to multiplying impact.
  • Run a 30-minute demo for your team showing one high-impact AI workflow
  • Create and share one reusable prompt template your team can adopt
  • Start mentoring one colleague — 15 mins/week on their AI challenges
4 → 5
Advocate to AI Native
Core shift: from championing AI to living AI-natively.
  • Contribute to company AI strategy with a written opportunity assessment
  • Build a prototype demonstrating a novel AI application for your team
  • Join an external AI community and bring insights back to the org
For Leadership

What Leaders Get from Aggregated Data

Anonymised, aggregated results give leadership actionable intelligence about workforce AI readiness — without compromising individual privacy.

📊

Team Heatmaps

See which teams are leading AI adoption and which need targeted investment. Identify pockets of excellence to scale across the organisation.

🎯

Capability Gaps

Pinpoint exactly which AI capabilities are weak across the organisation. Invest in the right training, not generic programs that don't move the needle.

📈

Progress Tracking

Quarterly re-assessment shows real movement in specific behaviours. Track ROI on AI transformation investment with concrete before-and-after data.

Ready to Measure Your Team's AI Readiness?

Deploy the Employee Assessment across your organisation. Get individual profiles, team heatmaps, and clear development pathways for every person.