Is observability only a tooling project?

No. It begins with service questions, ownership, severity, response, retention, and the decisions the evidence must support.

Is having backups enough?

No. Recovery objectives, restore testing, dependencies, authority, and operating procedures determine whether backup is useful during failure.

Engineering expertise

Data, Observability & Resilience

Data foundations, telemetry, backup, recovery, continuity, and operational visibility across live systems.

Live systems need evidence about what is happening and a dependable route back when something fails. Collection without ownership creates noise; backup without restore evidence creates false confidence.

Where the work starts

The work begins with service importance, failure modes, operational questions, retention, recovery objectives, and the people responsible for acting.

What Niltir owns

Niltir can design the data and telemetry model, rationalize signals, establish recovery architecture, validate restore paths, and connect evidence to response.

What good looks like

Operators can see service state, distinguish useful signals from noise, recover critical systems, and explain the evidence after an incident.

Continue from here.

Observability and SIEM in Live Estates: Build Signal Before the Incident

How to improve telemetry, alerting, and response visibility across infrastructure, platform, and security layers without creating parallel operating models.

Migration Runbook for Hybrid Estates

A planning checklist for hybrid migrations that need fewer surprises, clearer rollback logic, and cleaner operational handover.

FAQ

Common questions.

Operational evidence

Build visibility and recovery around the questions operators must answer.

Start with service importance, failure modes, retention, restore targets, and response ownership.

Discuss resilience