Challenge
Where work slows down
Operational telemetry products need fast queries, fresh derived views, long retention, and tenant-aware dashboards. The supporting ingestion and serving layer often becomes a custom platform.
Workload
Operational telemetry has the same plumbing problem as security data.
Mach5 can support product-facing telemetry search, incident timelines, derived aggregates, and long-retention analytics for high-volume operational data.
Mach5 workloadsearch, streaming, analytics
Search
low-latency customer-facing queries
Streaming
ingest, transform, enrich, and backfill
Analytics
tenant-aware dashboards and timelines
Derived data
fresh product-serving tables
How it works
A clear path from infrastructure pain to production workload.
Gap
What legacy stacks miss
Metrics, logs, warehouses, and custom stream processors solve pieces, but teams still own the glue between ingestion, transformation, retention, query serving, and product UX.
Mach5
How teams move faster
Mach5 provides a single infrastructure layer for search, analytics, streaming transformations, and derived data over high-volume telemetry.
Outcomes
What teams get.
Search
Fast telemetry exploration
Serve product search and timelines over high-volume operational events.
Derive
Fresh incident context
Materialize aggregates, summaries, and entity views from streaming data.
Retain
Long-window analysis
Support historical queries without keeping everything in a hot cluster.
Common workflows
Work your team can run.
Incidents
Incident timelines
Build timeline and context views across events, services, hosts, and users.
Dashboards
Tenant dashboards
Serve customer dashboards with predictable query paths.
Pipelines
Streaming transforms
Create derived operational data from incoming telemetry streams.
Related workloads
Explore the related security data workloads.
Start with one workload.
Bring Mach5 the infrastructure pain your team wishes it did not own.
Start with one search, analytics, streaming, backfill, or derived-data workload and prove value before expanding.