The public pages name five ideas the work rests on. This note says what each one means when you are reading a report, in the same plain sense as the other notes.
Practical speed
Sources change. A filing, a notice, or a news item can move after you last looked. The systems are built to keep the collected information current without asking a person to download the same pages by hand every day. Speed here means the record stays up to date. It does not mean a report is rushed past review.
The note on spreadsheets and AI already says automated monitoring reads sources on a schedule and records what changed. That is the practical part. The person who reviews the report still decides whether the change matters.
Usable output
A raw download is a pile of pages. A usable report is organized so a reader can see the pattern, the source, and the open questions. The emphasis is on clear findings rather than a dump of everything that was collected.
Usable also means you can tell the parts apart: the decision in front of you, the rating, what drives the rating, the sources, and the gaps. The note on how to read a report names those parts. The empty example on this site shows them as blank lines.
Retained judgment
Software can sort, translate, and draft. Judgment stays with a person at the points where a mistake would be costly. The differentiation statement calls this retained judgment: human oversight kept where it reduces risk or improves the quality of the work.
In practice that is the review before release. A finding does not go out because a model wrote a smooth sentence. It goes out after a person has looked at the source and at the gap.
Security by design
Access controls and need-to-know are part of the design, not a label added at the end. Need-to-know means a person working on the report sees the material the work requires. The public pages do not describe internal systems, and this note does not either.
What you can see from the outside is the commitment already stated: information security and controlled access, and client information kept on AetherVett's own systems rather than typed into an outside AI service.
Legal clarity
Methods and sources are chosen so they can be explained and checked, within the limits of the work. The legal and ethical statement says useful intelligence still has to be produced responsibly, and that compliance shapes the design.
For a reader, legal clarity means two practical things. The report tells you the source. And where a rule bears on the decision, your own counsel confirms how it applies. The report is not that legal advice.
How the five fit together
Speed without review would be a fast pile of text. Review without sources would be an opinion. Sources without access control would treat every reader as entitled to every file. The five ideas are one approach: current material, a clear record, a person at the decision points, access limited to the work, and methods a reader can follow.
Not legal, financial or other regulated advice.