Product-serving layer
Serve fast search, analytics, timelines, dashboards, and APIs for customer-facing products.
Architecture
Architecture built for security product workloads.
Mach5 is designed around the realities of cybersecurity products: high-volume event streams, tenant-aware serving, low-latency queries, long-retention analytics, derived data, and operational reliability.
Product-serving data layer
Search
event search, timelines, dashboards
Streaming
ingest, transform, enrich, backfill
Derived data
fresh views, aggregates, materialized outputs
Serve
tenant-aware low-latency product APIs
Streaming and derived data
Ingest, transform, enrich, dedupe, backfill, and materialize fresh outputs.
Workload isolation
Separate ingestion, query, and product workloads so one path does not starve another.
Security data economics
Support growing event volumes and retention needs without letting infrastructure cost outrun revenue.