Initiate a scan to determine your automation risk probability.
Lawyers spend just 2.9 hours/day on billable work—the rest is documentation waste. Here's how to use AI to turn 8-hour briefs into 2-hour briefs, reclaim 3+ hours daily, and scale your practice without diluting your expertise or managing more people.
Doctors spend 69% of their time on clerical tasks that don't require medical training, driving 40% burnout rates. Here's how AI ambient documentation cuts chart note time from 45 minutes to 5 minutes, letting you see 2+ more patients per hour or leave on time for once.
Software engineers on LinkedIn say they're safe from AI. The data disagrees: entry-level jobs down 60%, bootcamp grads can't get interviews.
AI gets blamed for everything. But tech hiring collapsed due to tax code changes, interest rate hikes, COVID overhiring corrections, and outsourcing—not just automation. Understanding the real causes helps you make smarter career decisions.
Entry-level dev jobs are down 60%. But here's what nobody's telling you: AI democratizes in both directions. The same tools eliminating junior positions are creating entirely new markets you can serve. Here are 5 paths that actually work.
When Amazon lays off 30,000 workers, the headline screams 'AI taking jobs.' The reality? They're cutting payroll to fund $100B in GPU purchases. Here's the capital reallocation story nobody's telling.
Real-time surveillance of the job market.
"Accountants tripled between 1975-2000 after calculators arrived. Tools eliminate tasks, not value."
SOURCE: Historical employment data
