AI-Augmented IT Operations

See what matters. Automate what you can. Act faster.

Observability, automation and AI-assisted analysis for faster, proactive operations.

GraylogAutomationCertificate MonitoringCT LogsAI-Assisted Triage

Your infrastructure already produces the signals. The challenge is turning them into action.

Logs. Certificate events. Infrastructure changes. Security signals. Compliance evidence.

When these signals live in different places, your team spends time finding problems instead of solving them.

We connect the signals, automate the response, and make operational risk easier to act on.

The system

From signal to action

Five stages, each one logged with full context so evidence collection is a side effect of operations rather than a separate workflow.

01 · Observe

Observe

Bring operational data into a unified view. CA audit logs, Salt event bus, HAProxy access logs and Vault audit log, all streamed via GELF into Graylog.

02 · Detect

Detect

Identify certificate issues, infrastructure changes and emerging risks. Correlation rules link related events automatically.

03 · Prioritise

Prioritise

Focus attention on the events that actually require action. Filter noise, surface what matters, suppress what does not.

04 · Automate

Automate

Remove repetitive operational tasks wherever automation makes sense. Retry ACME, re-publish CRL, re-apply Salt state.

AI should not replace your operations team. It should make your team faster. Helping people identify, understand, prioritise and act on operational signals, not adding another disconnected AI tool.

Outcome

Better visibility. Faster response. Less operational noise.

Centralised observability

See what is happening across your infrastructure in one place.

Certificate automation

Reduce the risk of expired certificates and manual renewal work.

Continuous monitoring

Detect changes before they become operational or security problems.

AI-assisted triage

Help teams investigate and prioritise issues faster with correlation rules.

Compliance evidence

Turn operational data into structured evidence for regulatory readiness.

Anomaly detection

Flag unusual issuance patterns, mTLS failures and state drift automatically.

Technology

The stack behind it

The same stack that runs our production PKI. Not a demo environment: the real thing, with the real audit logs to prove it.

Observability

GraylogGELFcorrelation rules

A single sink for logs, metrics and audit events. Correlation rules turn raw events into actionable alerts.

Automation

Saltsalt-apiWoodpecker CI

Declarative state applied through CI pipelines. No production change without a passing PR.

Lifecycle

ACMEEJBCA RESTOCSP probing

Automated issuance, renewal and revocation. OCSP freshness monitored continuously.

Compliance

NIS2 Art. 21eIDASaudit logs

Evidence collection is a side effect of operations, not a separate workflow.

Intelligence

correlationanomaly rulesthresholds

Rule-based anomaly detection tuned to PKI patterns. Flagged automatically.

Security

mTLSVaultAppRole

Every automation component authenticates via mTLS. No static secrets in CI configs.

Turn operational complexity into control.

Let us build the visibility and automation your team needs to operate with greater confidence.