Press Information

Key stats and insights about WILLAI's AI impact analysis

WILLAI — Key Stats for Media

922

occupations scored

57,326

tasks analysed

233.3M

workers represented

62

tasks per job on average

12%

of tasks fully automatable

18%

assistable by AI

~30%

of all work AI-exposed

Updated every 3 months

What WILLAI Measures

WILLAI is the first system to map exactly which parts of every job AI can touch today — not hypothetically, not in 2035, but right now.

It blends:

•
Task-level AI capability (PDI)
Forensic analysis of 57,326 individual work tasks
•
Real-world AI adoption
Microsoft Copilot usage patterns across industries
•
Physical / legal / safety constraints
Regulatory, licensing, and safety-critical limitations

This creates the most accurate job-level AI disruption score available.

What ARQ Measures

The AI Resilience Quotient combines three weighted factors to produce a 0-140 point score:

Skills

10%

Learning agility and skills flexibility

Maximum 14 points

🟢 ≥11 pts | 🟠 6-10 pts | 🔴 ≤5 pts

Financial

30%

Economic runway and career mobility

Maximum 42 points

🟢 ≥30 pts | 🟠 15-29 pts | 🔴 ≤14 pts

PDI

60%

Job AI automation exposure

Maximum 84 points

🟢 ≤12% risk | 🟠 13-50% | 🔴 >50%

0-140 points

Total ARQ Score Range


            ARQ = Skills (14 max) + Financial (42 max) + PDI (84 max)

🟢

105–140 points = High Resilience

🟠

70–104 points = Exposed but Adaptable

🔴

0–69 points = Severe AI Risk

ARQ is the first tool to combine personal readiness + job-level risk with forensic precision.

Why This Matters

Because global studies show:

39% of all skills will change by 2030

85% of employers plan to upskill

~30% of modern work is now AI-exposed

• Entry-level roles are under significant pressure
• Workers do not know their risk or path forward

WILLAI gives the public clarity and action in a time of confusion.

Media Inquiries

For interviews, data requests, or additional information, please contact our press team.

Email: press@willai.com

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