AI Career Risk Analysis
The vague anxiety is worse than any score. We replace it with specifics: which of your daily tasks are exposed, which become more valuable, and exactly what to do in the next 24 months. Built on task-level analysis — not your job title.
Sample Report
“Marketing Manager”
Why This Week Matters
On February 5th, OpenAI and Anthropic released new models on the same day. GPT-5.3 Codex helped build itself. Tech CEOs are publicly stating they no longer do the technical work of their own jobs — they describe what they want and the AI delivers the finished product.
METR, an independent research org, tracks how long AI can work without human help. A year ago: 10 minutes. Last month: nearly 5 hours. That number is doubling every 4–7 months. Extrapolate: AI working independently for days within a year. Weeks within two.
Anthropic's CEO predicts 50% of entry-level white-collar jobs eliminated within 1–5 years. Many in the industry think he's being conservative.
The generic advice — “learn AI tools” and “be adaptable” — isn't enough. You need to know specifically which parts of your work are exposed, and what to do about each one.
What You're Already Doing
Broad trends, no personal analysis. You finish more anxious than you started.
Generic answers with no methodology, no task database, no timeline projections.
Most don't understand AI capabilities at the task level. You're paying for reassurance.
proofd: task-level scoring built on O*NET data, METR benchmarks, and academic automation research. $29, once.
Your Report Contains
Every task in your role scored 0–100 across five dimensions: repeatability, data dependency, current AI capability, human interaction depth, and accountability tolerance. With 6, 12, and 24-month projections.
Your daily tasks ranked by exposure timeline. Know which parts of your work AI will absorb in months vs. years — so you can shift your focus before it matters.
AI doesn't just threaten — it amplifies. We identify which of your skills become MORE valuable as AI handles the routine. The tasks where human judgment, trust, and creativity command a premium.
Month-by-month reskilling roadmap with specific resources — courses, certifications, projects — ranked by impact. Built around the gaps between where you are and where you need to be.
The Problem
Marketing Manager A
High Risk
Spends 60% of time on campaign copywriting, reporting dashboards, and A/B test analysis. These tasks are already being done by AI at production quality.
Marketing Manager B
Lower Risk
Spends 60% of time on stakeholder alignment, brand partnerships, and cross-functional strategy. These tasks require trust, judgment, and presence AI can't replicate yet.
Job title tells you almost nothing. Task mix tells you everything.
Simple Process
Your job title, daily tasks, skills, and experience. The more specific you are about your actual work, the sharper your analysis. Takes about 3 minutes.
One-time. No subscription, no recurring charges. Full refund within 7 days if you don't find it useful.
Task-by-task risk breakdown, timeline projections, and a specific action plan. Delivered to your email within 24 hours.
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