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PyroTrace Cloud learns about your environment, continuously monitors, detects drift, then recommends or executes rollback and remediation plans to keep services stable.

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Product

Model your cloud. Simulate failures. Stay resilient.

PyroTrace builds a live network of your AWS infrastructure and lets you ask questions about risk, failure, and blast radius - with confidence scores.

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1M+
Resources modeled
10K+
Simulations per run
<1s
Dependency queries
Play demo video
Live Dependency Graph

Automatically discover how your services, data stores, and networks actually connect - in real time.

Events
IAM Metadata and Permissions
Service Metadata
Telemetry
Network Logs

Simulate infrastructure risk

Run a probabilistic risk assessment.

PyroTrace Risk Engine
$ pyrotrace simulate --company <org> --iterations 10k

Click Run Simulation to generate an adverse risk report...

The EMBER Algorithm

Engine for Modeling Behavioral Exposure & Resilience

A mysterious engine that models how your infrastructure behaves under stress.

AWS API Collectors
Configuration and metadata
Event Logs
Operational evidence
eBPF
Network and runtime visibility
Key Capabilities

Discover. Model. Heal.

◈

Discover

Continuously discover and validate real service-to-service, identity, and cross-account relationships using operational evidence - not static diagrams.

◇

Model

Model cascading failure scenarios to measure blast radius, exposure, and likelihood of impact - so teams know exactly what could take production down.

○

Heal

Detect high-risk conditions and trigger automated mitigation workflows to isolate, reroute, or remediate before outages spread.

$ pyrotrace simulate --company acme-corp
▸ Running 10,000 failure simulations...
▸ Blast radius: 23 resources
▸ Risk probability: 87.3%
▸ Cascade: api-gw → lambda → rds → s3
▸ Severity: HIGH
✓ Report generated in 1.4s
Risk Simulation

“What breaks if X fails?”

Run controlled failure simulations against a modeled representation of your infrastructure. No production impact.

Ready to see your infrastructure mapped?

Get a tailored proposal for your environment.

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