Signal
Harm reduction data — verified, structured, and distributed in real time.
Signal is the data backbone of ViceLab. It connects field testing services and harm reduction organisations into a single verified stream, then feeds that stream to Cooked Pilot (for attendees) and VibeGuard (for organisers).
What Signal covers
Live batch alerts
Contamination warnings sourced from field testing services and harm reduction orgs — distributed the moment they're verified.
Substance matrix
Current risk profiles across substance classes. What's circulating, what's been flagged, what to watch.
Field briefs
Pre-event intelligence for organisers and crew. Data-first, no fluff — what matters before gates open.
Venue feeds
Location-scoped signal streams. Relevant to your event or city only. No noise from elsewhere.
Escalation patterns
Aggregate data on when and why situations escalate. Helps you prepare rather than just respond.
Research archive
Harm reduction literature, substance profiles, and seasonal incident data in one place.
How it works
From the field to the feed.
Most safety data arrives late, diluted, or unverified. Signal is built to fix that — aggregating sources, applying reliability ratings, and distributing clean data before it's needed.
When something gets flagged in the field, the right people know — before the next wave of attendees arrives.
Verified at source
Data comes from field testing services, harm reduction organisations, and incident reports — not social rumour.
Structured and rated
Every signal is processed, categorised, and assigned a reliability rating before it goes anywhere.
Delivered to products
Clean data reaches Cooked Pilot and VibeGuard in real time — so what attendees and crews see is accurate.
Running events?
We integrate Signal directly with event organisers and safety teams. If you want verified harm reduction data at your next event, reach out.