AI Doctor Notes vs AISA (aisa.to) AI Fluency Assessment: which is better? (2026)

AISA (aisa.to) AI Fluency Assessment

AI Fluency Assessment — Free Report & AI Certification | AISA

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Description AISA is the AI fluency assessment — a conversational AI that measures how well someone actually works with AI through a 20–40 minute adaptive dialogue, not a quiz or self-assessment. It evaluates demonstrated capability across 11 criteria and 5 dimensions, producing a detailed report with a composite score, persona classification, and actionable recommendations. For individuals, it's a credentialed proof of AI skill. For organisations, it's the measurement layer that sits alongside AI training programmes to answer the question: "how AI-fluent is our workforce, really?" Available at https://aisa.to/. Key Features Conversational assessment — no multiple choice. AISA conducts an adaptive conversation that responds to what you say, probes deeper where it matters, and evaluates real demonstrated capability rather than memorised answers. Published psychometric rubric — 11 criteria across 5 dimensions (Foundational Knowledge, Applied Practice, Critical Engagement, Leadership & Vision, Adaptive Learning), scored 1–10 with a calibrated composite score. AI-generated report — detailed breakdown of strengths, gaps, persona classification (Explorer, Builder, Strategist, Architect, Visionary), and personalised learning recommendations. Certificate & shareable score — a verifiable digital certificate and shareable score card for LinkedIn, CVs, and professional profiles. Employer dashboard — invite employees, view individual reports, track org-wide AI fluency scores, benchmark against industry and role, and identify capability gaps at team level. AI Coach — a personalised WhatsApp-based coaching subscription that delivers weekly lessons tailored to your assessment results. Industry benchmarks — compare scores against 1,500+ completed assessments, broken down by role and industry. Use Cases Individuals proving AI competence to employers, clients, or themselves — take the assessment, get your score and certificate, share it. HR & L&D teams measuring workforce AI readiness before, during, or after training programmes — AISA provides the before-and-after measurement that training providers can't. AI Transformation leads benchmarking their organisation's AI fluency across departments and tracking progress over time. Training companies & consultancies offering AI skills development — AISA complements their programmes as an independent third-party assessment layer. Hiring managers verifying AI capability claims with an evidence-based assessment rather than relying on CVs and interviews. Getting Started Visit https://aisa.to/ and take the free assessment — it's a conversation, takes 20–40 minutes, and you get a full report with your score, persona, and recommendations at the end. No signup required to start; create an account to save your results. For organisations, visit https://aisa.to/ai-fluency-for-teams to set up an employer account, invite your team, and access the dashboard. Pricing & Plans The assessment and full report are free for individuals. Certificate: $10. Personalised Growth Plan: $8. AI Coach (weekly WhatsApp lessons): $12/month. For organisations: $350/month platform access + credits per assessment at $10/credit. Free trial available for qualified teams. Full pricing at https://aisa.to/.