About and method

A publication about applied AI for people who run things, produced by a pipeline that shows its working.

Who it is for

Small-business owners, freelancers, agency and operations managers, marketers. People who have to choose a tool, sign off a budget or absorb a change to something they already pay for. If you follow AI as a hobby, other publications serve you better.

What is automated, and what is not

• Automated: discovering developments across a fixed registry of sources, scoring them for operational relevance, drafting articles, monitoring recorded prices, internal linking, publishing mechanics and the daily distribution.
• Human: the decision to publish. Drafts are reviewed before they go live. Guides and playbooks are always human-gated.

What we refuse to do

• Republish or lightly rewrite another publisher's text.
• State a price, date or benchmark we were not given. Where a vendor did not disclose something, we say so.
• Publish a machine-detected price as fact without a human confirming it.
• Rank a tool higher because it pays a commission.

How to check us

Every article links to the original sources it was drafted from, and every tool page records the date a price was observed. Every page that could change carries the time it last changed, so you can judge how fresh it is. The desk's own running totals are kept in the desk, where they belong — we do not publish our unpublished queue to readers.