Production is too complex to explain, and too critical to fail
Trusted by the World’s Leading Enterprises
Production complexity has outgrown human investigation
Systems are growing in complexity as change accelerates, leading to more outages and longer downtime
AI is exponentially increasing production complexity
More systems, more noise, and no clear explanation when things break
Traditional observability can’t keep up
Observability shows correlation.
It can’t explain causation.
lost annually to downtime across the Global 2000
of executives say customers detect outages first
of developers spend 10+ hours weekly on incidents
This is a causality problem.
Not an observability problem.
Until you can map cause and effect across production, you can’t explain failures
fast enough to reduce downtime
millions of entities—in real time?
Engine™
World Model™
Causal Search Engine™
Identify root cause across 10+ hops, from apps to services to infrastructure to networking.
Knowledge Bank™
Learns from your runbooks, docs, and how your team investigates, no manual tuning required.
Production World Model™
Live map of millions of entities—apps, services, infra—connected causally.
AI-Native Compressor™
1,000 to 1 data compression with zero signal loss.
Agentless Data Capture™
Read-only by design: API-based capture with push and pull, no sidecars required.
millions of entities—in real time?
