AI is reshaping roles, skills, and ways of working. Organizations need a structured way to understand workforce AI readiness, define AI expectations for every role, and identify capability gaps. AIQ transforms workforce AI readiness into a measurable framework, enabling organizations to benchmark readiness, prioritize interventions, and build a future-ready workforce.


AI is changing roles faster than organizations can comprehend. Most enterprises lack a role-aware view of how AI is reshaping work, skills, and capability requirements.
Generic AI assessments and learning metrics fail to provide a reliable measure of workforce AI readiness or identify role-specific capability gaps.
Without actionable insights, organizations struggle to prioritize AI upskilling, workforce
planning, and the development of GenAI and agentic AI talent.
increase in AI skill visibility
increase in employees rated proficient and above within six months
shift toward growth and emerging skills over two years
improved targeted skilling

AI Readiness Benchmarks
Define role-specific AI readiness expectations across six dimensions using Prismforce's proprietary Role, Skill, and Task Intelligence, creating a measurable baseline for every role.

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AI Skill Inference Engine
Automatically infer AI capabilities from resumes, project histories, learning completions,certifications, code repositories, and enterprise data sources to create a comprehensive view of workforce AI readiness.

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Proctored Adaptive Assessments
Measure workforce AI readiness through adaptive, role-specific assessments backed by avalidated question library across six AI readiness dimensions.


Individual AIQ Dashboard
Provide employees with AIQ scores, readiness radars, role-based benchmarks, adjacent AI role pathways, and personalized learning recommendations.


Align skill development with real business demand. Instantly match people to roles, suggest next-best opportunities, and nudge learning where it matters most—reducing time-to-fill while increasing internal movement and utilization.


Leadership Analytics
Benchmark workforce AI readiness across teams, practices, and business units with dashboards, heat maps, gap analysis, and progress tracking.

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Flexible Delivery and Integration
Access AIQ through the Prismforce platform, APIs, or enterprise integrations with LMS, HRIS, ATS, Microsoft Teams, and analytics systems.


Organizations use AIQ to
Establish a measurable view of workforce AI readiness
3–5% uplift in billable utilization.
3–5% uplift in billable utilization.
3–5% uplift in billable utilization.
3–5% uplift in billable utilization.
Ready to Measure Workforce AI Readiness?
See how AIQ helps organizations benchmark AI readiness, identify capability gaps, and build a future-ready workforce.