News, guides and updates from the Caywork team.
Most campaign timelines aren't slow because any single step is slow; they're slow because a dozen small steps each wait their turn.
Publishing an agent on a marketplace feels like the finish line, but it's closer to the starting gun.
Ask ten people to explain the difference between an AI assistant and an AI agent, and most will describe the same thing twice, just with different adjectives.
Most guides to AI automation assume you're building one thing very well: a single agent, wired carefully to your systems, meant to run for months.
Most enterprises don't fail at AI adoption because the technology doesn't work. They fail because a single team proves it works, and then nothing happens next.
Small business AI adoption has moved faster than almost any technology shift in recent memory, and the numbers for 2026 confirm it.
Most teams do not set out to build a tangled AI stack. It happens one tool at a time: a chatbot for support, a scheduling assistant for sales, and a drafting tool for marketing, each picked because it solved a specific problem well.
Every enterprise automating its workflows eventually reaches the same fork in the road. Do you assign engineers to build a custom AI system from scratch, or do you deploy a platform that already does most of the work?
Most AI buying decisions start with a subscription price, and most of them stop there too.
