Humans vs AI

Gain Visibility. Reduce Risk. Enable Responsible AI Adoption.

Artificial Intelligence is transforming the workplace at unprecedented speed. Employees are increasingly using AI tools to improve productivity, create content, analyse information and automate tasks, sometimes unchecked and outside the business.

However, most organisations have limited visibility into how AI is actually being used, what data is being shared, whether usage aligns with company policies, and where potential risks may be emerging.

Humans vs AI is a powerful employee survey and assessment solution from ValidateSkills designed to answer one critical question:

"What are your employees doing with AI that you don't know about?"

Using a combination of intelligent surveys, workforce assessments and advanced analytics, Humans vs AI™ provides organisations with a clear and evidence-based understanding of AI adoption across the business.

The programme identifies how employees are using AI tools, measures awareness of responsible AI practices, highlights governance and compliance concerns, and uncovers potential risks associated with data protection, intellectual property, security and regulatory obligations.

The resulting insights are transformed into comprehensive management reports, risk assessments and executive dashboards that provide leadership teams with a clear picture of their organisation's AI maturity and exposure.

Rather than relying on assumptions, organisations gain measurable data that supports informed decision-making, policy development and targeted employee education programmes.

Business Benefits

• Understand how AI is being used across the organisation

• Identify hidden risks and governance gaps

• Assess employee awareness and AI literacy levels

• Strengthen compliance and regulatory readiness

• Create evidence-based AI policies and guidance

• Support safe innovation while reducing organisational risk

• Generate executive-level reporting and risk analysis

Why Humans vs AI?

As AI continues to reshape the modern workplace, organisations that understand and manage AI adoption effectively will gain a significant competitive advantage. Humans vs AI provides the visibility, intelligence and reporting needed to ensure AI is used responsibly, securely and productively—helping organisations embrace innovation with confidence while maintaining strong governance and compliance controls.

AI Workforce Profiling and Benchmarking

Recognising that AI adoption varies significantly across different roles and levels of technical expertise, Humans vs AI includes three assessment tiers designed to provide meaningful and relevant insights for every employee group.

Tier 1 – General Workforce Users designed for employees who use AI tools to support everyday business activities such as email creation, document writing, research, presentations and productivity tasks. This assessment focuses on AI awareness, safe usage practices, data handling, policy compliance and understanding of organisational guidelines.

Tier 2 – Professional and Technical Users designed for employees who regularly leverage AI to analyse information, generate business content, support decision-making, automate workflows or integrate AI into departmental processes. This tier evaluates AI competency, governance awareness, operational risks and the effective application of AI within professional roles.

Tier 3 – Advanced Technical and AI Practitioners designed for developers, engineers, data specialists, technical architects and employees building, configuring or integrating AI solutions. This assessment examines advanced AI knowledge, security considerations, regulatory requirements, model governance, data controls, intellectual property risks and responsible AI implementation practices.

By segmenting employees into these three assessment tiers, organisations gain a far more accurate picture of AI usage, capability and risk exposure across the workforce. The result is targeted reporting, more effective training recommendations and a clearer understanding of where AI governance, education and investment should be focused.

From AI beginners to advanced AI builders, Humans vs AI provides a complete view of your organisation's AI readiness, capability and risk profile.

Humans vs AI – Turning unknown AI activity into actionable business intelligence.