How These Briefs Work

Every brief in this bundle follows the same shape. Once you know it, you can read any brief in a couple of minutes and know exactly where to look for the part you need.

What's in every brief

Each brief opens with a source header: the title of the piece, the author and their affiliation, when it was published, and a link to the original. The link matters — a brief is our read of the analyst's work, not a replacement for it. If the brief changes how you think, go read the source.

Then six sections, always in this order:

• The one-line takeaway — what the analyst argues and why you'd care, in a sentence.
• The argument — the analyst's core thesis in plain language. Not their conclusion alone, but the chain of reasoning that gets them there.
• The evidence behind it — the data, surveys, or comparisons the analyst uses to support the argument, with the actual figures where they appear.
• How much to trust it — the honest read. Who wrote it, what stake they have in the answer, how strong the underlying data is, and where the argument stretches further than the evidence.
• So what — for you — what you'd do differently because of this. The reason you're here.
• The fine print — limits, scope, and where not to over-apply the result.

How to read "How much to trust it"

This is the section to slow down on. An analyst can be sharp and still have a commercial interest in the conclusion. We flag those things plainly so you can weigh the piece yourself.

Treat it as a flag to slow down, not a final verdict. A piece from a vendor-sponsored firm isn't worthless — it's worth a second look. The section gives you the questions a careful reader would ask. You decide what the answer is worth.

The defining rule on figures

An analyst piece is a primary source for its own figures. We cite the piece for numbers that appear in it. If the piece names a third-party source for a figure, we trace it there and cite the original. If we can't trace it, we say so. We note the author's stake where it's relevant, but stake doesn't mean unsourced — it means read carefully.

How briefs are grouped

Briefs are sorted into themes so you can follow the area you care about. A theme appears on the site once it has its first brief, so the list fills in over time. The themes we're working toward:

• Market and adoption — how fast AI is actually landing in enterprises, and what that means for buyers and vendors.
• Strategy and investment — where capital is moving and what the strategic bets look like.
• Vendors and platforms — the competitive landscape and what the major players are doing.
• Workforce and skills — what AI means for jobs, roles, and how people work.
• Risk and governance — liability, regulation, and the decisions organizations have to make.

What a brief is not

A brief is a starting point, not a citation you can lean on. We summarize one analyst piece and add our own plain-language read — we don't run independent research. The figures in a brief are checked against the piece itself, but the piece can still be wrong. When a decision rides on a number, read the original and check it for yourself.

Each brief reflects the piece as it stood when we wrote it. A later piece doesn't change an old brief — it gets its own. So a brief is a snapshot, dated at the top, of one argument at one moment.