The story centers on Gaming publishing & co-op teams who summarize daily KPIs and anomalies.
Overview
Background
Core collaborators include Ops manager, Data analyst, Publishing lead, each adding context in a fast-moving thread.
Without a structured capture, decisions blur and follow-through slows.
Intervention
When the thread hits a decision point, the team triggers “@Holycrab_AI summarize today's data and output a KPI brief”. Holycrab AI then DAU data, event feedback, channel metrics, Aggregate KPIs -> detect anomalies -> suggest actions, KPI brief + anomaly alerts + actions.
The distilled output stays tied to the original context for quick review.
- Input DAU data, event feedback, channel metrics
- Process Aggregate KPIs -> detect anomalies -> suggest actions
- Output KPI brief + anomaly alerts + actions
Deliverables & Impact
Deliverables include KPI brief, Anomaly alerts, Actions, giving the team a clear handoff.
Impact shows up as Report time: 45 min -> 5 min; Anomaly detection: Faster.
- KPI brief Core metrics and trends
- Anomaly alerts Fluctuations and hints
- Actions Ops suggestions
Report time45 min -> 5 min
Anomaly detectionFaster
Decision speedHigher
Example
Prompt: @Holycrab_AI summarize today's data and output a KPI brief
DAU: 280k, -6% WoW
Anomaly: payer rate down
Action: boost bundle exposure