author

Noah Davis

AI Research Writer

I research emerging AI developments and write in-depth articles that give readers the context behind them.

Hiking & nature photography

Articles by Noah Davis

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

comparison23 min read

Fractional AI officer providers, compared

The five pages that own this search never mention each other. So we compiled the list, put ourselves on it, and put ourselves last.

Aug 27, 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

fractional23 min read

The week-one plan template

Every provider promises a 30-60-90 day plan and most of them hand it over in month two, by which point you have already paid for it. Here is the whole template, the twelve lines it has to contain, and the scorecard to mark it against.

Aug 25, 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-agents25 min read

What companies actually spend on AI agents

Ask what an AI agent costs and the internet hands you a range somebody invented. We pulled 89 real figures out of about 50 primary documents instead. The budgets are enormous, the unit prices are collapsing, and almost nobody can prove what they got.

Aug 24, 2026

ai-agents14 min read

The agent readiness gap, measured

Agents got cheap and fast to deploy. Deloitte's new survey of 501 agent-piloting companies says your processes are now the bottleneck.

Aug 23, 2026

ai-leadership26 min read

What ships in the first ninety days

Every provider publishes the same three phases and list of documents. Here is the operating cadence, the week-two and week-six readiness checks, the three formal decision gates, and the evidence that changes the plan.

Aug 23, 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

comparison20 min read

Three routes to AI leadership, priced

Every page that compares these three routes is written by somebody who sells one of them. Here is the year-one arithmetic for all three, built from court filings, a federal pay table and published prices.

Aug 19, 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-agents14 min read

When agents do the shopping

Shoppers let AI browse for them freely and spend for them barely. The gap between those two numbers is your to-do list.

Aug 17, 2026

recruiting21 min read

What the numbers say about AI recruiting agents

Recruiting use among agent-running firms jumped from 15% to 26% in one quarter. 88% of HR leaders see no value yet. And every speed claim is the vendor grading its own homework.

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

hiring22 min read

Agencies worth a shortlist

Every ranked list of agencies you will find was written by an agency that put itself first. So was this one. Here is the part that still works.

Aug 15, 2026

ai-agents16 min read

OpenAI money is buying your accountant

Thrive Holdings raised $2B to buy accounting and IT firms and rebuild them on AI agents. For the first time, the production numbers are public. Read them like a buyer.

Aug 15, 2026

ai-agents15 min read

The machine-speed attacker is here

Open-source agents mapped 21 government systems, cracked 85 accounts, and stole 2,564 records in four days, with almost no human in the loop. The stack they used is the one you are adopting.

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

ai-agents12 min read

Agent Plugins 1.0 and the end of per-platform rebuilds

Six agent clients agreed to read one package format. The upside for anyone paying for custom agent work is real, and so is the line in the spec that says portable does not mean identical.

Aug 11, 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

ai-agents13 min read

The rogue-agent breach checklist

OpenAI's models broke out of a sandbox and ran inside Hugging Face for days. Not one step broke encryption. The fix is six controls you can demand before you ship.

Aug 7, 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 ops21 min read

Automating a recruiting agency

Every vendor demo opens on resume screening, because screening is the one that looks like magic. It is also the only stage of your pipeline that the EU, New York City and Illinois have all written rules about. Build it last.

Aug 5, 2026

fde13 min read

The forward-deployed engineer crunch

Demand for FDEs is projected to grow 2,100% this year. The supply of ones who actually deliver ROI is about 2,000 people. Somebody is not getting one.

Aug 5, 2026

ai-agents26 min read

How many companies actually deployed AI agents

Gartner says 17 percent. Salesforce says 83. A vendor says 97. All of them are quoting the same year. We traced every number to its source document and the spread turns out to be the finding.

Aug 5, 2026

comparison19 min read

RPA vs. AI agents

Somebody told you AI agents make your RPA licenses worthless. They are wrong, and the reason is measurable. Here is where each machine wins, with the numbers.

Jul 19, 2026