There’s a specific kind of question that emerges after a busy fortnight of buyer conversations.
It usually sounds like: “I keep hearing the same thing in every call. What is it?” Or: “Something has shifted in the market. I can’t quite name it. But it’s showing up everywhere.”
The answer to both is in your notes. You wrote it down twelve times. You just can’t read all twelve notes back-to-back and synthesise them, because each note is missing the context of the other eleven.
Analyst Mode is the surface for this question. It just got significantly more useful.
Analyst Mode can now extract and rank recurring themes from any unstructured text you’ve saved: call notes, meeting transcripts, email exchanges, signal feeds. You scope it to a time window (the last fortnight, the last quarter, the last year) and a relationship set (a specific segment, a buyer cohort, all active deals). The output is a ranked list of themes with three things attached to each.
Frequency. How many times the theme appeared across the scope.
Sources. Every conversation, note, or email that mentioned it, with one-click access to the moment.
Time pattern. When the theme started showing up, whether it’s rising or falling, and which relationships introduced it first.

Three minutes in Analyst Mode beats two hours of re-reading notes. The themes that come out the other side are grounded in actual moments, not vibes.
This is also the foundation for a larger pattern Nynch is building: every AI-derived claim ships with the source that backs it. Analyst Mode themes carry their receipts the same way Assist’s reasoning cards do.
What changes for you. The “what’s actually happening across my conversations” question gets a real answer in minutes instead of an afternoon. You walk into your next strategic session with a synthesised read on what your buyers have been telling you, with the specific quotes ready to cite.