Practical notes on AI for small companies.
What this work actually costs, where it pays off, and where it doesn't. Written for owners of 10 to 150 person businesses.
Your AI agent will not tell you the task was impossible
OpenAI's report on its runaway test agents, read for what it means in a 25 to 150 person company that is starting to hand work to software.
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Somebody at your company already gave an AI tool a login
Okta, Cloudflare and the MCP maintainers all shipped agent identity work this month. What a 25 to 150 person company can do about it without buying any of it.
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Your next employee might be a bot: what Hermes Agent's update means for small business
Nous Research shipped persistent Bots and memory-keeping scheduled agents in ten days. What that actually changes for a company with 25 to 150 people and no dedicated ops person.
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What is Grok Bot, and should a small business use it yet?
xAI launched Grok Bot on August 11, 2026: always-on agents that sign into your tools and finish work end to end. What it is, what it costs, who is using it, and the one line in the launch page that should stop you.
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Why QuickBooks reminders don't get you paid
Automatic invoice reminders are on by default and most of them are ignored. Why the generic reminder fails, what a collections sequence that works looks like, and where AI helps without making it weird.
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What AI automation actually costs a 25-person company
Not a price list. How AI automation work is priced for a small company, what drives the number up or down, what a fair quote includes, and how to tell a real quote from a guess.
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AI answering service vs. voicemail: what a missed call costs a contractor
For plumbers, HVAC and electrical shops, the phone rings while you are under a sink. What actually happens to that call, what it costs, and what an AI answering service does differently from voicemail.
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