Scenario 01
The Hidden Relationship
Three systems. Three independent signals. No single system saw the chain. Synestra traced the consequence from power domain to economic impact in 0.8 seconds.
Scenario: Illustrative hyperscale campus. Synthetic data.
What each system saw — independently
Power Domain · SCADA
Generator frequency deviation — 0.4 Hz below nominal
Duration: 8 minutes. Within operational tolerances. SCADA logged event, no alert generated. Power team notified of minor deviation, no action taken.
Viewed alone: routine event, no consequence flagged.
↓
Cooling Domain · BMS
Chilled water supply temperature rose 1.4°C — Hall C, Rows 12–18
BMS responded by increasing pump speed. Temperature recovered within specification in 11 minutes. No BMS alarm triggered. Cooling team unaware of upstream power event.
Viewed alone: normal cooling response, self-corrected.
↓
Compute Domain · DCIM / Observability
GPU thermal margin narrowed — 47 nodes, average junction temp +3.8°C
GPU clock speeds reduced 4–6% across affected nodes during the 11-minute window. DCIM logged thermal event. Observability platform generated low-priority alert, acknowledged and closed by on-call. Compute team unaware of cooling or power events.
Viewed alone: brief thermal event, resolved, low priority.
↓
Economics Domain · Not monitored by any existing system
Tenant compute delivery reduced 4.3% for 11 minutes
Annualized equivalent: $2.1M in undelivered compute value per recurrence. Frequency of similar events in 90-day lookback: 6. No system tracked this. No team was aware it was happening.
Viewed alone: invisible. No system monitored this domain.
What Synestra identified
Consequence chain identified · 0.8 seconds
Generator frequency deviation → cooling thermal lag → compute throttling → economic loss
Synestra correlated signals across all four domains simultaneously — something no individual system could do because each system only observes its own domain. The consequence chain was traced, the economic impact quantified, and the pattern stored for future recognition.
$2.1M
Annualized economic impact per recurrence
6×
Prior occurrences in 90-day lookback
0
Prior detections by existing systems
All figures synthetic and illustrative.
This is the EA gap. It lives between domains that each system manages well independently — but that no single system observes together. Synestra is designed specifically to see this gap.