author

Lucas Brown

AI Explainer Writer

I turn technical AI topics into explainers that show readers how the pieces fit together.

Playing guitar

Articles by Lucas Brown

The AI intake form that blocks pet projects

If a proposed AI use case cannot name the problem, owner, workflow, data, evidence threshold, risk, and next decision, it is not ready for your roadmap. It is ready for more homework.

Aug 29, 2026

ai-leadership14 min read

A weighted AI use-case score before the buy

Score the workflow before the demo: value, feasibility, risk, and time to evidence, with hard stops and bands for test, defer, or reject.

Aug 29, 2026

fractional14 min read

The weekly cadence template

Part-time AI leadership only works when the week has a visible shape. Here is the operating rhythm, the decision register, the delivery review, and the ownership map that keep work moving between working days.

Aug 29, 2026

ai-leadership22 min read

Who owns the AI backlog

Five departments, five pilots, five people certain theirs goes first. Somebody has to hold the single list. Here is who that is, what they are allowed to reject, and how the order actually gets decided.

Aug 28, 2026

ai-roi12 min read

McKinsey's AI earnings gap

The new State of AI survey in one line: everyone bought the tools, almost nobody changed the work, and the earnings show it.

Aug 27, 2026

fractional20 min read

When not to hire a fractional AI officer

Every page selling this role has a section on when to hire one. None of them has an honest section on when not to. Six situations where the model fails, and what to buy instead, with the prices.

Aug 26, 2026

ai-agents12 min read

OpenAI's agent adoption gap

OpenAI measured its own agent adoption at 97.9% and its customers' at 17.3%. The 80-point difference is the work nobody is selling for $20 a month.

Aug 25, 2026

ai-leadership23 min read

The interview questions that separate an operator from an advisor

Two jobs hide under one title and the invoices look similar. These are the questions that tell you which one is sitting across from you, and the answers that should end the call.

Aug 24, 2026

fractional21 min read

Roadmap only, or roadmap plus builders

Part-time AI leadership is sold in two shapes and priced like one. Here is what the failure data says about buying the plan without the people, and the three questions that decide which shape you need.

Aug 22, 2026

ai-content13 min read

The AI-written web, measured

The supply of machine-written pages roughly doubled. Its share of rankings did not move. That gap is the whole content decision.

Aug 21, 2026

ai-leadership22 min read

Who owns what: CAIO, CTO, CDO

Your CTO already exists. So does your chief data officer. Here is the line between all three, decision by decision, and the two vetoes nobody should be able to overrule.

Aug 20, 2026

ai-consulting13 min read

IBM bets its consultants on OpenAI

The labs spent $9 billion buying delivery arms, and IBM just picked both sides at once. If you are not a Fortune 500 account, none of this was built for you.

Aug 19, 2026

fractional16 min read

What fractional AI leadership costs per day

Every rate you can find for this role is a range published by somebody who wants the engagement. Here is the arithmetic that turns any of them into a number you can compare, and our own prices next to it.

Aug 18, 2026

ai-leadership22 min read

Six months with an AI owner

Fifty people, eighteen of them engineers, two pilots stuck since February, and nobody in charge of either. Here is what changes month by month once one person owns it.

Aug 17, 2026

ai-leadership22 min read

What a fractional AI officer does

Every page ranking for this term was written by somebody selling the role, so none of them will tell you when not to buy it. Here is the scope, the money, and the anti-fit case.

Aug 16, 2026

guide18 min read

AI automation agency

The buyer-side answer to a query that returns nothing but courses, vendor pages and rankings. The work, the handover, and the four prices you can check.

Aug 14, 2026

comparison19 min read

n8n or Zapier at client volume

Every n8n vs Zapier comparison is written for one team automating its own work. Run the same workflow for forty clients and a completely different set of limits decides it.

Aug 13, 2026

agency ops21 min read

What manual agency ops cost

Three legs, four inputs, one afternoon. Count it before you post the job ad, because the number usually argues against the hire.

Aug 12, 2026

pricing21 min read

What automating agency ops costs

Three pricing shapes, what each one actually buys, and the numbers behind them. Including ours.

Aug 11, 2026

ai-roi27 min read

What AI investment actually returns

84 percent say AI is paying off. 25 percent of initiatives delivered what was expected. We traced 62 figures to 38 primary sources, and the gap is the finding.

Aug 10, 2026

guide22 min read

Red flags in an automation proposal

An outcome number with nothing under it, no price anywhere, and nobody ever told this is not for them. Six pitch patterns worth stopping on, and what to say back.

Aug 9, 2026

ai-agents15 min read

Cloudflare OS and the DIY agent question

Free, open source, and aimed at people who do not code. Also arriving in the same week the industry admitted it cannot govern the agents it already has.

Aug 9, 2026

guide23 min read

Vetting a consultant without code

Testimonials are not evidence. Here are the four things to demand instead, and what you are looking at when they arrive.

Aug 7, 2026

agency ops22 min read

Replace your stack, or wire it up

Everybody writing about this sells the replacement platform. Here is the case for keeping what you have, with the four questions that decide it and the prices nobody puts on the quote.

Aug 6, 2026

agency ops17 min read

Automating a paid media agency

Everyone automates reporting first because it is the loudest pain. Do it on top of an unchecked ad account and you have built a faster way to send a client the wrong number.

Aug 4, 2026

agency ops13 min read

Automating a content studio

Intake, briefs and review loops are where a content studio actually loses margin. Here is the order to fix them in, and what stays a human call at each one.

Aug 3, 2026