You probably have an AI problem you don't know about yet. Shelly Palmer just published what he's calling a personal AI emergency playbook, aimed specifically at freelancers, family businesses, and neighborhood shops. The short version: most small owners have no idea what technology they actually have, how it's protected, or how to get back into the driver's seat when something goes sideways. Palmer's argument is simple and a little uncomfortable. At a big company, there are IT people, lawyers, and a response team. At your shop, there's you. That means the prep work has to happen now, not at 11pm when something breaks. Worth fifteen minutes of your time. Read it here.
The "just build your own software with AI" crowd is overselling it. SAP's CTO, Philipp Herzig, made a point this week that I think every small business owner needs to hear. Yes, you can get an AI coding tool to spit out an expense-tracking app in about twenty minutes. But running that app across your actual tax rules, user permissions, and end-of-month reconciliation? That's a completely different problem. Generating the thing is trivial. Trusting it with your business is not. Herzig also made a smart observation about rollouts: don't hand new AI tools to your most enthusiastic early adopters first. Give them to the people your team already trusts. Adoption is harder than the technology, and credibility travels through people, not feature lists. The full interview is worth a read if you're thinking about any AI deployment right now. Full interview here.
Tools Worth a Look
Joule Work (SAP), Lets you describe what you need in plain language and pulls the relevant data from across your SAP business apps into one workspace, no dashboard-clicking required. For owners already on SAP or a similar ERP. Pricing not listed.
Trending on GitHub
makecindy/cindy, An open-source AI agent that works straight out of the box. You describe a task, it handles it. (675 stars today)
TauricResearch/TradingAgents, A multi-agent AI framework built for financial trading analysis. Think a small team of AI specialists that each look at different market signals, then combine their views. (381 stars today)
coollabsio/coolify, A self-hosted alternative to platforms like Heroku or Netlify. Deploy websites, databases, and apps on your own servers with one click, no vendor dependency. (152 stars today)
JetBrains/thinkrail, A lightweight coding environment from JetBrains that adapts its interface to how you personally work. Early stage but interesting if you have developers on your team. (51 stars today)
Also Worth Knowing
Apollo is running four free live training sessions this week covering CRM sync with Salesforce, HubSpot, and Pipedrive, beginner prospecting, cold email deliverability, and filling gaps in your contact data. Register even if you can't attend live, recordings get sent after. Details and registration here.
-Scott
SmartOwner is published (almost) daily by the team at DigitalTreehouse. Want AI consulting or automations for your business? Reply to this email.