A read on the month, in five sentences
A grade, a short summary and one to four things to do next, written from a fact sheet the database produced. The AI writes the sentence; the database writes the number.A grade, a short summary and one to four things to do next, written from a fact sheet the database produced rather than from raw rows handed to a model. The AI writes the sentence. The database writes the number.
Why this one can be trusted with a number
Everyone has seen an AI state something false with total confidence. The answer is structural.Everyone has now seen an AI feature state something false with total confidence. The answer is structural.
The model never sees raw rows
It receives a fact sheet: a fixed set of figures, already computed, each one labelled. It cannot do arithmetic on your database because it is never given your database.
The figures match the screen
The fact sheet is built from the same live aggregators the dashboard renders. Deliberately, over faster rollup tables, because the two once disagreed and a summary that contradicts the chart above it is worse than no summary.
The deterministic half is always on
The short notes under each chart are computed on the server with no model involved: a divergence, a weekday effect, a change point. They are there whether or not you use the written summary.
What you get
Grade, summary, actions
A grade
One letter for the period, derived from pacing against your own goals rather than against strangers.One letter for the period, so the state of the month survives being glanced at. It is derived from pacing against your own goals, not from a comparison with strangers.
At most five sentences
Long enough to say what moved and where, short enough to read. If nothing happened, it says so.Long enough to say what moved and where, short enough to read. If nothing meaningful happened, it says so instead of padding.
One to four actions
Specific and traceable: which campaign to change, and why it is the one.Specific and traceable. Each one points at a figure in the fact sheet and names the campaign to change, and why it is the one.
Insights, in detail
How often does it run?
On demand today. You generate a read for a brand and a period when you want one. Scheduled runs are built but not switched on, and we would rather say that than let a “fresh every morning” claim sit on the page.
Can it be wrong?
It can emphasise the wrong thing, the way any analyst can. What it cannot do is state a figure that is not in your data, because it has no route to invent one. Every number in the summary is a line of the fact sheet.
Does my data leave Airdec?
A fact sheet does: a page of already-aggregated figures, with no lead records, no contact details and no credentials. The service that writes the summary has no access to the database at all.
Can I see what it was given?
Yes. The fact sheet behind a run is inspectable, which is the point: an insight you cannot check is an opinion.