Unified Observability Platform-Building
Most mid-market environments run a logging tool, a metrics tool, and a tracing tool that were never designed to talk to each other. Armorstack builds the correlated platform that brings them together, so an engineer investigating an incident sees the whole picture in one place instead of stitching it together across browser tabs.
What “Unified” Actually Means
The three pillars of observability — logs, metrics, and traces — are individually well-solved problems. The gap that costs mid-market teams the most time is correlation: knowing that a metric spike, a specific log line, and a slow trace span are all describing the same underlying incident. Without that correlation, on-call engineers spend the first twenty minutes of any incident just figuring out where to look.
Armorstack’s platform-building engagement starts with an inventory of what you already run — existing agents, log shippers, dashboards, and retention policies — and designs a unified ingestion and correlation layer around it rather than ripping and replacing tooling your team already knows. Where gaps exist, we deploy and configure the collection agents, standardize tagging and metadata so systems can actually be cross-referenced, and build the dashboards your team will use during an actual incident, not just during a demo.
The result is a single pane of glass with a consistent data model underneath it — not another dashboard added to the pile.
What’s Included
Telemetry Audit
Inventory of existing logs, metrics, and traces, plus the gaps between them.
Correlated Data Model
Consistent tagging and metadata so incidents can be traced across systems, not just within one.
Operational Dashboards
Built around the incidents your team actually responds to, reviewed and iterated after real use.
Retention & Cost Governance
Data retention policy aligned to compliance obligations without runaway storage cost.
A unified observability platform is also the foundation the rest of the VERITY Observe family builds on — AIOps, predictive analytics, and APM all depend on clean, correlated telemetry to function well.
Ready to Build a Correlated Observability Platform?
Talk to Armorstack about consolidating your logs, metrics, and traces into one operational system.
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