From Incident Notes to Patterns
A practical way to cluster post-incident findings without turning analysis into theater.
Single-incident write-ups are necessary; pattern analysis is where prevention starts. We walk analysts through clustering contributing factors across several months of notes—looking for shared dependencies, recurring handoff gaps, and documentation blind spots. The output is a short pattern brief: what repeats, where it concentrates, and which experiments are worth funding. Tone matters: the training emphasizes calm language so engineering teams stay engaged rather than defensive.