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Case Studies

Case Studies

Real company examples proving the Groktopus human-first framework works. Uses research data and business failures/successes to validate strategic approaches and warn against common AI implementation mistakes.

A green cartoon owl screams on a bridge, mimicking “The Scream” pose, with wide eyes and open beak amid swirling watercolor strokes in blue, purple, and red tones.

Duolingo's $7B AI Disaster: Enterprise Lessons for AI Implementation

Duolingo's 'AI-first' strategy backfired so badly they deleted all content from 6.7M TikTok and 4.1M Instagram accounts. The cautionary tale every CEO needs to read about replacing humans with AI.

Watercolor-style image of a human and a humanoid robot facing each other in a futuristic city, symbolizing the rise of hybrid workforces.

The Hybrid Workforce Revolution: How Salesforce and Shopify Are Redefining the Future of Work

The age of all-human teams is over. Salesforce and Shopify are leading a workforce revolution—where AI agents aren’t just tools, they’re teammates. Here’s how to catch up before you’re left behind.