Business
Business / Manufacturing & IndustrialI Fine-Tuned a 7B Model to Read Factory-Floor Photos. The CapEx Case Fell Out of a Hackathon.
ArticleFactory QA is still mostly people staring at screens. A buddy gave me 800 labeled images from a supplier-audit use case
Read more →
Business / Retail & E-CommerceWhy the AI Pricing Engine Is Quietly Becoming the Most Expensive Retail Asset to Build Yourself
ArticleMid-market retailers that built AI dynamic pricing engines in-house between 2022 and 2024 are discovering that the maint
Read more →
Business / HealthcareThe Nurse Manager Who Refused to Let AI Triage Her Emergency Department
ArticleWhen a nurse manager pulled an AI triage tool from her emergency department after ninety days, she was asking a question
Read more →
Business / Financial ServicesI Built a DIY Credit Memo Generator with 120 Lines of Python. Here Is What the ROI Looked Like.
ArticleA mid-market credit analyst spends 4-6 hours on a memo. I wired up Claude + a sanctions-list API + a PDF template. It ru
Read more →
Business / Media & EntertainmentThe Writers' Room That Learned to Use AI — and the One That Fought It
ArticleTwo premium streaming shows, two writers' rooms, two opposite decisions about AI tools — and the answer to which show su
Read more →
Business / Transport and LogisticsHow I Made Our Delivery Team's Daily Route Planning 4x Faster with One GPT Agent
ArticleA small delivery operation I help. Route planning took 90 minutes every morning. I wired Gemini to their ops sheet and t
Read more →
Business / Real Estate & ConstructionThe Superintendent on a Generative-Design Job Site: When the Drawings Change Faster Than the Crew Can Build
ArticleGenerative design tools let architects iterate buildings in minutes, but on a construction site with active crews, the e
Read more →
Business / Government & Public SectorWhy Federal AI Pilots Are Finally Converting to Programs of Record
ArticleFederal agencies spent five years running AI pilots that rarely converted to funded, baseline programs — a pattern the G
Read more →
Business / EducationI Built an AI Tutor for My Niece's Algebra Class. Her Teacher Asked for the Link.
ArticleMy niece kept getting stuck on quadratics. I built a Socratic-method tutor that never just gives the answer. Her grade w
Read more →
Business / Professional ServicesWhat the Big Four Did to Their AI Economics in 2025, and Why Mid-Tier Firms Are Repricing
ArticleThe Big Four accounting and advisory firms collectively spent an estimated $2.8 billion on AI infrastructure in 2025, su
Read more →
Business / Energy & UtilitiesFrom Meter Readers to Model Stewards: A Generation of Field Workers in Transition
ArticleThe last utility meter reader in her district retired in February, and the job that nominally replaced hers pays 22% les
Read more →
Business / Technology & TelecomHere Is What Happened When I Let an Agent Triage My Startup's Tier-1 Support Queue for a Week
ArticleI let an agent handle Tier-1 support for 7 days. It resolved 64% of tickets without escalation. It also almost promised
Read more →