Compound Trigger Detection

The most powerful trigger signals are compound — two or more events occurring within the same account within a compressed timeframe. A new CTO alone is a trigger. A new CTO combined with job postings for cloud architects and a recent earnings miss is a compound trigger that signals an imminent technology transformation driven by new leadership under cost pressure. Compound triggers have higher predictive value than individual triggers because they reveal a pattern of change rather than an isolated event.

1. Define Compound Trigger Patterns Identify the trigger combinations that have historically preceded engagement opportunities in your business. Common patterns: leadership change + hiring surge = strategic initiative launch. Earnings miss + restructuring announcement = cost optimization program. Competitor product launch + customer job posting for competitive analyst = competitive response initiative. Each pattern tells a specific story about what the customer is about to do.
2. Set Correlation Windows Compound triggers require a time window — two events must occur within a defined period to be treated as correlated rather than coincidental. A leadership change and a technology migration announcement within 90 days of each other are likely related. The same two events 18 months apart are probably independent. The correlation window varies by trigger type: operational events correlate within 30-60 days; strategic events correlate within 90-180 days.
3. Score Compound Triggers Above Individual Triggers A compound trigger should receive a priority score that exceeds the sum of its component triggers. Two medium-priority triggers occurring within the correlation window should produce a high-priority compound trigger. The compounding reflects the increased confidence that a meaningful change is underway — and the increased urgency of response.