✓
Petabyte-scale security data
Handle high-volume event streams, long retention, and heavy query workloads without turning every dataset into a hot cluster.
Mach5 Platform
Security DataInfrastructureBuilt forProduct Scale
Mach5 gives cybersecurity products the data platform behind fast search, analytics, streaming, AI workloads, and customer-facing security applications.
Run Mach5 in your environment, stay cloud-agnostic, and scale from one painful workload to petabyte-scale product data.
Mach5 console
Live product workload
Threat investigation
search security_events
where tenant = customer_42
and risk_score >= 80
summarize by identity, cloud, endpoint
PB+
data scale
ms
product queries
MCP
AI tools
Streaming
1.8M events/sec ingest
Backfills
reprocess safely
Tenants
isolated workloads
Agents
grounded context
Trusted by cybersecurity teams building demanding security data products
Architecture
A product-serving data platform for security workloads.
Mach5 sits between high-volume security data sources and the customer-facing experiences your product needs to serve.
Security data sources
Logs
Alerts
Identities
Cloud
Endpoints
Network
SaaS
Object storage
→
Ingest
Streams, files, events, APIs
Transform
Normalize, enrich, deduplicate
Backfill
Replay and reprocess safely
Storage, indexing, and compute
Object storage
Long retention and durable data
Indexing
Search-optimized access paths
Compute
Workload-aware query execution
Search + analytics
Low-latency product queries
Streaming services
Fresh derived product state
Tenant isolation
Customer-aware workloads
Cost controls
Efficient scale and retention
AI workload layer
MCP
Governed tool access to security data
Agents
Investigation and workflow automation
Grounded AI
Search, summaries, enrichment, and context
→
Security product experiences
Search
Dashboards
Investigations
Timelines
AI assistants
APIs
Customer apps
Integrations
Important Features
Everything security product teams usually have to build around their data stack.
Mach5 combines search, analytics, streaming, transformations, indexing, retention, and query serving into one product-facing infrastructure layer.
✓
Low-latency search and analytics
Serve event search, filters, facets, timelines, dashboards, and entity views directly inside your product.
✓
Streaming pipelines
Ingest from Kafka, object stores, SaaS systems, cloud services, and security telemetry sources.
✓
Transformations and enrichment
Normalize, enrich, deduplicate, and shape raw security data into product-ready state.
✓
Derived data and materialized views
Build fresh aggregates, entity views, detection outputs, and product-serving tables.
✓
Reprocessing and backfills
Replay historical data and rebuild derived outputs without creating another hidden platform.
✓
Multi-tenant workload isolation
Keep customer-facing workloads predictable with tenant-aware serving and isolation patterns.
✓
Runs in your environment
Deploy Mach5 where your data lives, stay cloud-agnostic, and keep workloads portable.
✓
Cost controls
Use architecture built for security data economics, including benchmarked workloads at as little as 1/15th the infrastructure.
PB+
Security data scale
Built for petabyte-size datasets, long retention windows, and high-volume security telemetry.
100%
Your environment
Run Mach5 in your environment and keep deployment choices cloud-agnostic.
1/15th
Infrastructure footprint
Benchmarked workloads use as little as 1/15th the infrastructure for high-volume security data.
See the Platform
Map Mach5 to your security product architecture.
We will walk through your data sources, product workloads, scale requirements, and deployment model.