Category · 118 posts
"AI for business" usually means one of three things: vendors pitching $200K platforms, consultants selling 60-page strategy decks, or operators wondering whether any of it actually works. This cluster is the honest middle path.
Practical guides on AI implementation, automation, and consultant vetting — written for $1M-$50M operators who want to turn AI into infrastructure their team actually uses every day. No "AI transformation" buzzwords. Specific costs, real workflows, vetting questions that filter out the bad consultants, and the cases where AI isn't ready yet.
Quick Answer
Curated by Justin McKelvey · 118 posts in this cluster · Updated September 2026
The honest answer on AI property valuation in 2026 — how AVMs actually work, where they fall apart (condition, renovations, micro-location, thin markets), how AVMs differ from a CMA and an appraisal, what AI really does in mortgage underwriting, and the draft-and-approve valuation workflow for agents.
Not the coolest workflow — the highest hours per week × repetition × low judgment. A scoring framework you can run yourself in 30 minutes, worked examples of what wins (intake and follow-up) and what always loses (pricing, hiring), the first-automation candidate by business type, and what not to touch first.
AI for bookkeeping in 2026 — the honest answer on whether it can replace your bookkeeper, the four things it genuinely does well, the three ways it quietly goes wrong, what the draft-and-approve setup actually costs in money and weekly minutes, and what this means if you're the bookkeeper.
The 10 questions that separate AI consultants who ship from consultants who present — with the good answer and the bad answer spelled out for each, plus when you shouldn't hire one at all.
Generative AI consulting vs classic ML consulting, what a gen AI engagement actually contains in 2026, the current trends in AI consulting, and when DIY beats hiring anyone.
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.
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.
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.
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.
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.
Claude API vs OpenAI API for developers in 2026. Real pricing, tool-use reliability numbers from production logs, and the routing pattern most builders end up using.
Microsoft Copilot vs Claude in June 2026: Copilot wins if you're already on M365 E3/E5; Claude wins on writing, reasoning, long context, and price for non-Microsoft shops. Real pricing, decision guide.
How to use Claude with Microsoft 365 in 2026 — native connector setup, Outlook/Word/Excel/Teams/SharePoint workflows, Copilot comparison, gotchas, and the install path that actually works.
Notion AI vs Claude in 2026: pricing, reasoning depth, integrations, and when to use both. Real costs for 1-person and 5-person teams, plus what each one actually does.
The honest 2026 comparison of Claude vs ChatGPT for small business — pricing, features, where each one wins, and why your setup matters more than your pick.
AI Automation
4 posts
AI Design Tools
6 posts
AI Visibility
13 posts
AI for Founders
3 posts
Business Growth
4 posts
Founder Sales
2 posts
Fractional CTO
9 posts
Fractional Product
1 posts
Go-to-Market Strategy
3 posts
Lean Software
2 posts
Pricing Strategy
2 posts
Product Leadership
6 posts
Vibe Code Rescue
72 posts
Book a free 15-min strategy call. Specific recommendation, no pitch.
Book a Call