Almost no one analyzes workforce architecture as a capital-cycle signal.

I do.

I analyze how growth is produced, and where risk is actually carried.

I publish structural intelligence connecting internal corporate behavior to capital allocation, margin durability, and execution risk… often 6-12 months before those dynamics surface in earnings or headlines.

I don’t do recycled macro commentary, just operating model signals.

Selected Media Appearances:

• Fox Business

• Yahoo Finance

• Business Insider

• NASDAQ.com

• Newsweek

My Insider Edge Report focuses on:

• Workforce composition shifts

• Hiring freezes and role migration

• Decision-layer consolidation

• Automation-led margin substitution

• Buffer removal and execution concentration

These patterns precede:

• Layoffs

• Margin compression

• Strategic reversals

• Capital repricing

My work tracks structural changes inside companies… not narratives around them.

Subscribers include investors, legal teams, operators, and private clients who require early warning rather than hindsight.

Services delivered internationally.

Contact: amanda@thejobchick.com