Notes on AI, digital commerce, and shipping enterprise software at scale.
A data-driven snapshot of small-business AI in 2026: adoption rates, spending intent, where the ROI comes from, and what owners should do next.
Customer support automation lets small businesses handle their most repetitive questions instantly while routing the rest to a person. Here is what to automate first, where it pays off, and how to start small.
74% of contractor calls go unanswered, and 85% of those callers dial a competitor next. Missed-call text-back plugs the biggest leak in most home-services businesses.
Your happiest customers would leave a five-star review if you asked at the right moment. Here is how small businesses set up simple automation that asks every satisfied customer, builds online reputation, and wins more jobs without extra work.
Harness engineering is the work of building the support system around an AI model so it can reliably finish long, complex jobs instead of just answering one question. Here is a plain-English guide, built on a single simple analogy, to what an AI agent harness is and why it now matters more than the model itself.
AI receptionist vs. human answering service compared on cost, availability, consistency, and booking — and when a human still wins.
