System Intelligence Layer

Understand how your system actually works.

ServiceHop reconstructs and analyzes the real architecture of your services from live traffic. Not monitoring. Not observability. System understanding and decision support.

See how it works → View sample analysis
Architecture you designed vs. architecture that exists Two clusters of services. The top cluster shows six services as you originally designed them. The bottom cluster shows eleven services that actually exist, with the unexpected, emerged services rendered as filled black circles. WHAT YOU DESIGNED auth users orders catalog payments email WHAT EXISTS NOW auth users users-v2 orders catalog cat-legacy payments pay-shim email notify alerts

ServiceHop reconstructs what exists from live traffic.

The Gap

You don't lack data. You lack understanding.

Millions of calls. Hundreds of services. Endless dashboards. And still the same questions: which services matter, where is the waste, what to fix first.

Your architecture is no longer what you designed. It's what has emerged.

APM · MONITORING METRICS LOGS TRACES DASHBOARDS & ALERTS Is the service up? 99.97% uptime · p99 42ms Why did latency spike? CPU hit 82% at 14:32 What is erroring right now? auth-svc: 2.3% 5xx rate SERVICEHOP LIVE TRAFFIC no agents · no code changes SERVICEHOP ANALYSIS Which services matter? 3 services handle 82% of traffic. Where is the waste? 40% of traffic adds no value. What to fix first? notifications-api is redundant.
APM · MONITORING
METRICS · LOGS · TRACES → DASHBOARDS & ALERTS
Is the service up?
99.97% uptime · p99 42ms
Why did latency spike?
CPU hit 82% at 14:32
What is erroring right now?
auth-svc: 2.3% 5xx rate
SERVICEHOP
LIVE TRAFFIC → SERVICEHOP ANALYSIS (no agents · no code changes)
Which services matter?
3 services handle 82% of traffic.
Where is the waste?
40% of traffic adds no value.
What to fix first?
notifications-api is redundant.
Not Observability

System intelligence.

Observability tells you what is happening. ServiceHop tells you what your system is.

OBSERVABILITY
Signals
Metrics
Troubleshooting
Per-service
SERVICEHOP
Meaning
Semantics
Decision
System-wide

Observability watches the services you deployed.
ServiceHop reconstructs the architecture that actually emerged — and shows you, with evidence, which parts of it shouldn't be there.

What your current tools can't produce

Insights no dashboard could ever write.

These are structural truths, not anomalies.

Redundancy
This service is redundant.
notifications-api · 94% behavioral overlap with alerts-svc
Waste
40% of traffic adds no value.
identical responses served every 12s across 6 endpoints
Optimization
This API should be cached.
/catalog/items · 78% response similarity · 2.1s avg latency
Consolidation
These services should be merged.
orders + payments-shim · 100% co-invocation · shared model

Understand your system.
Decide with confidence.

ServiceHop · System Intelligence Layer

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