top of page


AI Automation Saves Days, But Guardrails Save Reputations | Week 7 to 13 Sept 26
Event planners cut work from 72 hours to 3 hours with AI. But one company learned: access controls matter more than power when building tools that touch data.

Linkfeed AI
Sep 72 min read


AI Wins in Underserved Markets, Fails When Users Abuse It | Week 31 to 6 Sept 26
Pixel Narratives expands to Mississippi while Flock Safety loses Texas funding. Learn where AI succeeds and when safeguards matter most for your business.

Linkfeed AI
Aug 312 min read


AI Works Best When You Can Measure the Problem | Week 3 to 9 Aug 26
Learn why AI succeeds at solving concrete problems with clear metrics—and why it damages trust when outcomes remain unclear.

Linkfeed AI
Aug 33 min read


AI In Production: Where It Works, Where It Doesn't | Week 13 to 19 Jul 26
Netflix scaled AI across 300 titles. Ford rehired engineers after AI testing failed. Learn when AI augments work vs. when it creates costly gaps.

Linkfeed AI
Jul 173 min read


How to Know If Your AI Deployment Will Actually Work | Week 13 to 19 Jul 26
Learn why Shinhan Bank's AI saved 650B won while Discord's moderation failed. Test AI accuracy on your actual workload before going live.

Linkfeed AI
Jul 143 min read


AI Goes From Lab to Workplace—What Small Businesses Need to Know | Week 28 to 3 Feb 26
Learn how AI is transforming small businesses. Discover practical applications, regulatory requirements, and workforce strategies you need to stay competitive.

Linkfeed AI
Feb 34 min read


Can One Chatbot Damage Your Business Brand Overnight? The DPD Disaster
DPD's AI chatbot went viral for swearing at customers in January 2024. Learn the three critical safeguards that prevent AI reputation disasters.

Rafael Martino
Jan 183 min read


The Klarna AI Experiment: Why Replacing Humans with AI Backfired
Klarna replaced 700 workers with AI in 2023, claiming huge savings. By 2025, they were rehiring humans after customer satisfaction plummeted. CEO admitted: "We focused too much on efficiency. The result was lower quality." 55% of companies now regret AI-driven layoffs. The lesson: successful AI amplifies humans rather than replacing them.

Rafael Martino
Nov 13, 20253 min read
bottom of page
