Six modules covering the complete sauna event lifecycle. Each one does one thing.
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Löyly Efficiency Score
Continuous analysis of steam quality, water volume, and throw cadence. Session scores are delivered after, not during.
Interruptions are not a product feature.
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Silence Optimization
Acoustic monitoring classifies speech events by type, frequency, and necessity. Weekly report includes a per-person breakdown where identifiable.
Asking "is it ready yet?" before 75°C is logged as a low-severity incident.
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Birch Whisk Intelligence
Tracks vihta hydration, structural integrity, and strike distribution. Recommends soak time based on current steam conditions.
63% of users under-soak by a median of 11 minutes. This has not changed in three years.
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Cottage Readiness Index
Predicts optimal fire-lighting time from arrival ETA, outdoor temperature, and woodshed inventory.
The model assumes guests arrive 40 minutes after their stated time. It is usually correct.
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Post-Sauna Reset Analytics
Monitors the 45-minute recovery window: lake dip compliance, re-entry timing, and the point at which conversation becomes statistically likely.
Conversation onset averages 23 minutes post-exit. Deviations in both directions are flagged.
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Taloyhtiö Heat Dispute Prevention
Detects conditions that precede booking conflicts in housing companies. Drafts neutral communications before the situation requires a physical meeting.
The most common conflict pattern involves a Saturday 18:00 slot and a 35-minute overrun.