Thoughts & Perspectives
Building in public
How to Train Your Team on AI (So They Actually Use It)
AI training for employees that actually sticks: train on one real workflow instead of 'AI' as a subject, use a draft-first approval gate, and run one 60-minute working session — not a lunch-and-learn series. The adoption playbook from real installs.
AI for Real Estate Agents: What to Actually Install First (2026)
AI for real estate agents in 2026 — the honest answer on AI-generated leads (it stops you losing them, it doesn't conjure them), what an agent or team should install first, the fair-housing reality check, and real costs.
AI for Insurance Agencies: What to Actually Install First (2026)
AI for independent insurance agencies in 2026 — what's carrier-scale hype vs agency-scale reality, why quote follow-up is the workflow to install first, the E&O-safe draft-first pattern, and real costs from about $40/month.
AI for Law Firms: What to Actually Install First (2026)
AI for law firms in 2026 — what it genuinely does for legal research (draft and summarize, never cite unverified), why the first install should be a non-privileged workflow, the confidentiality questions to ask before any tool touches client data, and the 90-day path for a firm owner.
How to Tell If Code Was Written by AI (and What to Do About It)
9 tells that a codebase was written by AI — from someone who rescues AI-built apps for a living. Why detector tools fail on code, what actually matters, and the exact order to fix things in.
AI for Accounting Firms: What to Actually Install First (2026)
AI for accounting firms in 2026 — where it actually improves accuracy (the review loop, not autopilot), what it does with repetitive work, the honest answer on tax automation, and the one workflow a firm owner should install first.
Do You Need an AI Consultant, or Can You Handle It Internally? (2026)
The honest DIY-vs-hire decision framework from someone who sells both answers — 5 questions that settle it, what internal handling actually requires, and when paying a consultant genuinely pays back.
The State of AI Consulting in 2026: What Buyers Are Actually Asking
I analyzed 300 real prompts people ask ChatGPT, Gemini, and Google AI about AI consulting. The findings: buyers ask about cost and selection, no firm owns the answers, and the small-business questions go completely unclaimed.
AI Agents for Customer Service: A Small Business Reality Check (2026)
Where AI agents genuinely improve small business customer service (after-hours coverage, first-response speed, draft-and-approve replies) — and where they quietly damage it.
AI Agents for Small Business: What to Consider Before You Buy (2026)
An honest buyer's guide to AI agents for small business — what an agent actually is (vs a chatbot), the 6 things to check before you buy, real costs, and when an agent is overkill.
Why AI Implementations Fail in Small Businesses (and How to Not)
The 7 real reasons small-business AI projects die — tool-first buying, no context layer, no approval gates, pilot purgatory, wrong owner, subscription pile-up, and measuring the wrong thing. With the fix for each.
How to Integrate AI Into Your Business: The 90-Day Playbook (2026)
The 90-day playbook for integrating AI into a small business — pick one workflow, install it end-to-end in ~2 weeks, put approval gates on everything, and measure hours returned. Real costs included.
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