Why attribution matters in research
Without speaker-aware recall, teams flatten conflicting feedback and lose the ability to trace insight back to the source.
Guide
Why speaker diarization matters more in user interviews than in team meetings
Speaker diarization sounds technical, but the value is simple: it preserves who said what, which matters most when evidence and attribution change decisions.
Why it matters less in status meetings
In many team meetings the key output is the decision. In interviews, the identity behind the statement often matters as much as the statement itself.
What better recall changes
It improves synthesis quality, evidence quality, and the ability to revisit the original voice behind an insight.
Pre-Launch
Choose your context level.
Early Adopter includes lifetime Pro on one Mac, early access, and priority support for your private context assistant.
Early Adopter
Lifetime Pro License
Save $129
Early Adopters get access 5 days earlier: March 30, 2026.
$228$99
one-time payment
- Lifetime Pro license for 1 Mac
- All current and future Pro features
- 100 hours/month of cloud AI processing
- 500 AI analysis operations/month
- 50 GB of E2E encrypted cloud sync
- Priority human support + early access
30-day guarantee
Secure payment
Human support
Buy the private context assistant for macOS
Local by default, no bot when it makes sense, and a searchable trail of decisions, people, and follow-ups.
Buy Early Adopter30-day launch guarantee
Secure payment
Priority human support