Made Redundant is a live intelligence platform tracking AI-driven and offshoring workforce disruption globally. Real data. No spin. Updated weekly.
SCROLLCompanies are masters at burying the truth in earnings calls, restructuring memos, and press releases. "Streamlining operations" usually means Dave from accounts is out of a job.
Job cuts are scattered across LinkedIn posts, news articles, earnings transcripts, and union filings. No one aggregates it all.
"Workforce optimisation." "Right-sizing." "Strategic realignment." It all means the same thinghumans out, AI in.
These are two very different forces shaping the labour market. Conflating them makes it impossible to respond to either.
Disruption in Latin America, SE Asia, and Europe is largely invisible to English-language media. We cover it all.
A weekly pipeline collects, classifies, and publishes workforce disruption data automatically. No databases. No servers. No maintenance.
GitHub Actions scrapes 50+ sources weekly across English, Spanish, Portuguese, French, German, and Bahasa Indonesia. No API rate limits, no Gmail, no middlemen.
Every article is classified by Claude Haiku: Is this AI-driven or offshoring? What company, country, headcount, industry? What's the confidence level? What did they actually say?
Results are committed to GitHub as a static JSON file. Vercel auto-deploys on every push. No database, no backend, no ops burden. Infinitely scalable via CDN.
Whether you're protecting jobs, investing in AI, or writing about the future of workthis data matters to you.
Benchmark restructuring trends against your industry. Know what's coming before your board does. Build a data-driven case for reskilling investment.
AI adoption is the signal. Track which sectors are cutting hardest and fastest. Get ahead of earnings announcements that mention "efficiency gains."
Primary data source for workforce disruption stories. Filter by region, industry, company size. Download the raw data. Cite it properly.
Evidence base for labour market intervention. Where is disruption concentrated? Which regions need support? What industries are most exposed?
Understand which industries and countries are highest risk. Make informed decisions about career pivots and upskilling before the market catches up.
White-label the intelligence feed for internal workforce risk dashboards. Monitor competitors. Track sector-wide restructuring trends in real-time.
Made Redundant is live and growing. Here's what's shipping next.
World choropleth, AI vs offshoring toggle, region/industry filters, weekly automated pipeline. Live now.
EN, ES, PT, FR, DE, Bahasa Indonesia. Covers every major economy. Live now.
JSON feed for HR platforms, analyst tools, and Bloomberg integrations. Programmatic access to every data point.
Email or Slack alerts when your industry, region, or company appears. Be the first to know.
Claude identifies companies showing pre-layoff signalshiring freezes, revenue misses, new AI partnerships. Early warning before the announcement.
License the full pipeline to enterprises for internal workforce risk dashboards. Custom data, custom branding.
Made Redundant is free to use. No login. No paywalls. Just the numbersupdated every week, automatically.