As artificial intelligence learns to shop, book, and transact on behalf of consumers, a growing number of websites are refusing to let it in. The dispute is becoming a consequential test of who controls the next generation of the internet.
Contributing Writer
The Operations Review • October 18, 2026 • 12 min read
Private credit is attracting record investment even as lending slows. The growing gap raises questions about competition, financial risk, and the pressure to put billions of dollars to work.
Contributing Writer • October 19, 2026 • 10 min read
Across the HVAC, plumbing, and electrical trades, a quiet transformation is underway. AI dispatch systems are replacing whiteboard schedules and gut instincts with route optimization, predictive availability, and dynamic job assignment.
Marcus Cole • May 12, 2026 • 5 min read
The gap between invoicing and collection is where trade businesses quietly hemorrhage margin. Understanding the working capital cycle — and compressing it — is among the highest-leverage financial moves available to a service operator.
Diana Osei • May 10, 2026 • 4 min read
Service agreements — maintenance contracts, preventive service plans, extended warranties — represent the most durable revenue in the trades. AI is now reshaping every dimension of that business, from dynamic pricing to predictive fulfillment triggers.
Marcus Cole • May 8, 2026 • 4 min read
The Operations Review
The stories shaping business, technology, and the economy. Original reporting, thoughtful analysis, and perspectives worth considering. Delivered to your inbox.