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Notes from the build

What works, what fails, and what the numbers say. Written by the people doing the work.

Blogging

Current AI Trends: What’s Actually Working for Businesses in 2026

Everyone has an opinion on where AI is headed. Fewer people can tell you what’s actually happening inside real companies right now. The current AI trends worth paying attention to aren’t about which model is smartest this quarter. They’re about the growing gap between how much businesses are spending on AI and how little of […]

AI

AI for Life Sciences: Why Adoption Keeps Outrunning Impact

Life sciences companies are not short on AI ambition. Pharma, biotech, and medtech firms have poured billions into generative AI, machine learning platforms, and now agentic systems, and the appetite shows no sign of slowing. But if you ask how much of that investment has actually changed how work gets done, the answer gets a […]

AI

AI for Pool Companies: What $480,000 in Reactivated Sales Actually Looks Like

AI for pool companies usually gets pitched as a customer service upgrade: a chatbot on your website, an automated review request, maybe a smarter phone tree. Those things aren’t wrong, but they’re rarely where the real money sits. The bigger opportunity is usually buried somewhere less glamorous: a CRM full of old leads nobody has […]

AI

AI for Pinpointing Social Media Trends: Why Speed Alone Won’t Save You

Every marketing team wants to catch a trend before it peaks, not after. That’s the appeal of AI for pinpointing social media trends: software that scans millions of posts, comments, and hashtags and tells you what’s rising before your competitors notice. The technology works. The problem is what happens after the alert lands on someone’s […]

Blogging

The Real Purpose of AI Agents (and Why Most Companies Get It Wrong)

Ask five executives what an AI agent does, and you’ll get five different answers. Some say it’s a smarter chatbot. Others call it an automation tool. A few will tell you it’s basically a digital employee. None of these answers is wrong, exactly. But they all miss the actual purpose of AI agents, which has […]

AI

AI for Team Building: Why the Real Work Isn’t an Offsite

Ask most executives what “team building” means and they’ll describe a retreat, a trust exercise, or a Slack channel full of GIFs. Ask them what AI for team building means and you’ll usually get a blank stare, followed by a guess involving a chatbot that helps schedule happy hours. That gap is the problem. […]

AI

AI for Moving Companies: Why Adding Tools Isn’t the Same as Building a System

If you run a moving company, you’ve probably already tried some form of AI. Maybe it’s a chatbot answering quote requests on your website, or a route optimizer your dispatcher pulls up next to the paper schedule. That’s the state of AI for moving companies right now: widely adopted, rarely integrated. Nearly all movers use […]

AI

Claude for Business: How to Evaluate AI Assistants With the BRAVE Framework

If you’re an IT or operations leader researching Claude for business use, you’re probably past the “should we use AI” conversation. You’re trying to figure out which assistant fits your organization and how to roll it out without creating a mess. That’s the right question to ask, but it’s usually not the one that determines […]

AI

AI Literacy for Content Writers: Why Speed Isn’t the Same as Skill

Content writers adopted AI faster than almost anyone else in the workforce. They also understand it the least. That gap should worry every content team relying on AI to hit deadlines, because AI literacy for content writers isn’t about knowing which prompt gets a punchier headline. It’s about understanding what the tool is actually doing, […]

AI

AI for Home Inspectors: Why Adoption Alone Won’t Save You Time

AI for home inspectors is everywhere right now, comment generators, photo-tagging tools, chatbots that answer your phone while you’re on a roof. Inspectors are buying these tools fast. Most of them aren’t seeing much change in their evenings. That gap isn’t a technology problem. It’s a workflow problem, and it’s the same one showing up […]

AI

AI for IT Companies: Why Most Deployments Stall, and What Actually Works

AI for IT companies has moved past the question of whether to adopt it. Nearly everyone already has. The harder question is why so few are getting anything back. If you run an IT services firm, a managed service provider, or an internal IT organization, you’ve probably bought the tools, run the pilots, and given […]

AI

AI for Event Planners: Build the System Before You Buy the Tool

Half of meeting and event professionals say AI is now their top technology focus, according to American Express Global Business Travel’s Global Meetings & Events Forecast. If you plan events for a living, AI for event planners isn’t a future trend you’re deciding whether to try. It’s already in your registration platform, your content workflow, […]