Insights

AI Automation Insights for Small Businesses

Practical writing on AI automation for small businesses — what works, what doesn't, and how to think about it before spending anything.


AI intake automation for law firms
Framework·Apr 2026

AI Intake for Law Firms: The Honest Breakdown

What AI intake for law firms actually handles, how a 6-step intake flow works, and whether the ROI math makes sense for a firm your size.

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AI coding workflow with Claude Code, skills, and plugins
Workflow·Mar 2026

How I Get Production-Grade Code from AI in One Shot

The prompt engineering, skills, plugins, CLAUDE.md setup, and session habits that separate professional AI output from the generic garbage most people are getting. All of it, for free.

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Home service contractor using AI automation tools
Framework·Mar 2026

AI Automation for Contractors: 5 Reasons to Start Now

27% of contractor calls go unanswered. Here are 5 specific reasons home service contractors should automate, and what the first build actually looks like.

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Law firm AI intake automation for lead capture
Framework·Mar 2026

What a Law Firm AI Intake Form Actually Does (and What It Recovers)

Law firms miss one in three inbound calls. Here is exactly what a well-scoped AI intake agent handles, and what it recovers.

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Small business team working alongside AI automation
Philosophy·Feb 2026

The AI Overreaction: Why Replacing Your Team Is the Wrong Move

Most AI adoption advice tells you to automate everything. Here's why that's exactly backwards.

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Business owner evaluating AI readiness for their company
Framework·Feb 2026

How to Know If Your Business Is Actually Ready for AI

Before spending a dollar on AI tooling, answer these four questions about your current processes.

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Restaurant using AI automation for reservations and customer service
Framework·Feb 2026

Restaurant AI Automation: What a Reservation Agent Actually Recovers

The pitch is always automate everything. Here is the call audit, the agent design, and the math on what a well-scoped build actually recovers.

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