Notes on AI, automation and software development for businesses, drawn from client projects and the products we run ourselves.
Industry Guides9 min read
Score reports are a commodity; finding the weak topic is not. What AI practice test analytics really adds for test-prep centers: evidence, privacy, pricing and a rollout plan.
Industry Guides9 min read
Your site cameras can do more than record: AI PPE detection flags missing hard hats in seconds. Accuracy realities, privacy boundaries, cost logic and a pilot blueprint for contractors.
Industry Guides9 min read
Can a small hotel see next month's bookings today? From the pickup method to AI-powered revenue management systems, a practical guide to hotel demand forecasting with real costs.
Industry Guides9 min read
What does AI actually take over for a travel agent? Inquiry intake, quote drafts and multilingual replies, what stays human, and the arithmetic of missed inquiries, with a realistic cost band for small agencies.
Industry Guides10 min read
Custom quoting and cutting layouts are where furniture shops lose the most money. What furniture manufacturing software and AI actually change: nesting gains, a worked quote example, and how to read pricing.
Industry Guides9 min read
Rent collection software handles reminders, arrears, and indexed rent increases with ease. Tenant screening is where the line sits: the $2.28M SafeRent settlement shows what delegating the decision to an algorithm can cost.
Industry Guides10 min read
Predictive maintenance starts with record discipline, not expensive sensors. A three-stop roadmap for small factories, a sample downtime cost calculation, and an honest look at which failures can actually be predicted.
Automation9 min read
Stop typing WhatsApp orders by hand: catalogs, Flows, per-message pricing, payment links and the ban risk to avoid. An end-to-end setup guide for small businesses.
AI for Business9 min read
McKinsey: 88% of firms use AI, only 6% profit from it. MIT: 95% of pilots never reach the P&L. The lesson in between: falling behind and rushing in both cost you.
Industry Guides8 min read
The leaks hiding in a factory's electricity bill: how AI-driven energy consumption analysis works, which savings claims to trust, and how to build the business case.
