Viral or Vapour?
Agents call which forming storms blow up; winning calls tune the detector.
The job
Turns the social team's gut calls on forming clusters of posts into graded labels that tune the early-warning thresholds. Each month it shows how much lead time those human labels bought: storms caught earlier and false alarms avoided.
The moment
Each day, the social team bets on which forming clusters of posts will blow up into storms. At the stand-up, card 3 flips and its curve shoots up.
An agent in their second year had called it at 85% confidence, while the AI's own estimate was 20%.
Over three months and 41 calls, this agent has beaten the AI on sarcastic clusters, with a forecast error of 0.14 against 0.29.
A proposal is drafted to lower the alert threshold for sarcastic clusters, which would have caught 6 of last month's 9 storms a day earlier.
What it does
- Deal today's hand
- Call Viral or Vapour
- Score the round
- Send WhatsApp scorecards
- Propose a threshold change
What you see
Daily prediction card game with a stand-up reveal ceremony, WhatsApp scorecards and a monthly league
What it moves
Days of early warning gained each month from human labels (storms caught earlier, weighed against new false alarms), and, second, the team's forecast error compared with the AI's.
Built for
- Frontline staff
- HR & employee experience
