Architecture
The Causal AI Platform
A clear, modular system where each technology is used for what it does best.
Bring your own APM. We simply overlay your existing observability tools to consume their alerts—no data migration required.
High-Performance Analytics for fast queries and Graph Topology for relationship mapping.
Self-Directed Analysis using Causal AI and LLMs to autonomously investigate and recommend actions.
How It Works
From detection to resolution in seconds.
The "Silent Killer" Deployment
Continuous anomaly detection spots deviations instantly.
p99 latency has jumped from 250ms to 1850ms—a 640% increase.
Checkout Service
p99 Latency
Understanding the Blast Radius
The context correlation engine activates instantly. It queries our Topology Engine to map dependencies.
It confirms: "This isn't just a glitch. This service blocks the Payment Gateway." It flags the severity as High.
Causal Inference, Not Just Correlation
The causal inference engine runs our proprietary Causal Inference Model. It asks: "Did the traffic spike cause the latency? Or did the deployment cause it?"
It calculates a 92% Confidence Score that deployment v2.4.1 is the root cause, backed by specific log evidence.
Causal Inference
Spike
v2.4.1
10:42:01 [INFO] Deployment v2.4.1 started
10:42:05 [INFO] Cache warmed up
10:42:08 [WARN] Potential N+1 query detected in 'fetchUserOrderHistory'
Query time: 1200ms (avg: 45ms)
10:42:09 [INFO] Health check passed
The Last Mile: Autonomous Resolution
The synthesis engine transforms causal math into a human narrative, recommending an immediate rollback.
An Evidence-Based Decision, ready for approval with one click.
Resolution Proposal
Deployment v2.4.1 introduced an N+1 query bug.