Reduce alert fatigue by grouping noisy logs into actionable signals

Reduce alert fatigue by grouping noisy logs into actionable signals targets a $18.0B = 200,000 mid+enterprise engineering orgs x $90K ACV total addressable market with medium saturation and a year-over-year growth rate of 18% CAGR for observability/log management.

Key trends driving demand: Telemetry standardization -- OpenTelemetry adoption makes multi-source grouping feasible and consistent across stacks.; AI for ops -- embeddings and semantic search let systems detect duplicate/related log events beyond regex rules.; Cloud-native scale -- microservices and ephemeral infra dramatically increase log cardinality, raising need for grouping/deduplication.; Shift-left reliability -- dev teams want faster root-cause insights, creating demand for pre-triage and grouped signals..