Linkfeed Weekly

DoorDash grew grocery baskets 50% with AI recommendations. Flock refused to remove cameras. See why the first worked and what the second teaches about vendor exit clauses.

See how AI saved a cupcake business £20k—and how Flock's license plate cameras misread 70% of plates. Learn when AI works and when it breaks.

Proaction boosted sales 60% with OpenAI models, while Corepunk rolled back a bug-filled AI feature. Learn where to place your AI bets and how to launch safely.

Learn when AI tools succeed for SMBs: integrate into existing processes, not as standalone. Plus: why customer-facing AI content needs vetting before launch.

Pocket FM cut production costs 80x with AI. A lawyer learned why verification matters when ChatGPT hallucinated false testimony. Here's when to trust AI and when not to.

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.

Pixel Narratives expands to Mississippi while Flock Safety loses Texas funding. Learn where AI succeeds and when safeguards matter most for your business.

OCBC cut onboarding to one day with orchestrated AI. Fenado's rogue model cost $100M. Why full-process automation beats piecemeal, and why kill-switches matter.

Z.ai matches top-tier cyber-defence performance with focused AI. A farm's crop failure shows why black-box automation needs human oversight and fail-safes.

Learn why bundling AI with existing services works, and why deploying untested systems creates operational chaos. Two case studies for SMB leaders.

Learn why AI succeeds at solving concrete problems with clear metrics—and why it damages trust when outcomes remain unclear.

New York uses AI to review 5 years of laws in weeks. Zoox recalls autonomous vehicles after smoke detection fails. What founders need to know.

Netflix scaled AI across 300 titles. Ford rehired engineers after AI testing failed. Learn when AI augments work vs. when it creates costly gaps.

Learn why Shinhan Bank's AI saved 650B won while Discord's moderation failed. Test AI accuracy on your actual workload before going live.

Molly Maid cut scheduling time 30% with AI. Air Canada's chatbot cost them $600+ for wrong policy. What you need to audit this week.

Learn how AI is transforming small businesses. Discover practical applications, regulatory requirements, and workforce strategies you need to stay competitive.