Every layer of your stack. One platform.
Servers, containers, SQL jobs, HTTP endpoints, and network devices -- all collected, correlated, and analyzed in a single system. MoniShield learns what normal looks like for your infrastructure and alerts when something deviates -- before it becomes an incident.
What MoniShield monitors
Servers & Virtual Machines
Deep OS metrics for Linux and Windows: CPU, RAM, disk I/O, process list, and file system health.
Docker & Kubernetes
Container lifecycle, pod status, resource utilization, and restart tracking across your entire cluster.
SQL Jobs & ETL Pipelines
Windows Task Scheduler, SQL Server Agent, and custom ETL jobs - execution history, durations, and failure alerts.
HTTP & Application Endpoints
Uptime checks, response time trends, status code tracking, and SSL certificate expiry warnings.
Network Devices
SNMP and ICMP polling for routers, switches, and firewalls - bandwidth, availability, and interface errors.
Security Analysis
Continuous vulnerability scanning and anomalous login/access pattern detection with automated alerts.
An intelligence layer across every metric
MoniShield doesn't just watch your infrastructure -- it reasons about it. Five detection engines run in parallel on every metric stream, a per-node health score synthesizes their output, and an AI Copilot surfaces the context your team needs to act fast. Everything active from the moment you connect your first node.
Z-Score, ARIMA, and multi-variate Isolation Forest
Three anomaly engines run continuously on every metric stream. Z-Score catches statistical outliers against your rolling baseline. ARIMA models the rhythm of CPU load, memory growth, and throughput to extrapolate drift hours in advance. Isolation Forest analyzes cross-metric combinations per node -- catching failure signatures no single threshold would surface.
Rate-of-change alerting with time-to-breach
Knowing a metric is elevated isn't enough -- you need to know how fast it's moving and when it will cross your threshold. MoniShield calculates the rate of change on every monitored trend and surfaces a time-to-breach estimate alongside each alert. 'Disk at 72%, filling at 4 GB/h -- expected to reach 95% in ~5 hours.'
Prophet 7-day capacity forecasting
Prophet-based graded forecasting projects capacity metrics up to 7 days forward. Near-certain degradations are distinguished from speculative projections with a confidence gradient -- so you prioritize scaling work against actual risk, not worst-case math.
Node Health Score 0-100
Every node gets a composite health score synthesized from CPU, memory, disk, network, and active anomaly signals. At a glance you know which nodes need attention -- without parsing a dashboard full of individual charts.
AI Copilot with incident context
When an anomaly fires, Copilot enriches the alert with log correlation from ClickHouse, deploy event correlation, peer node comparison, and suggested resolutions drawn from your team's own incident history. From alert to root cause in seconds, not minutes.
Feedback loop and noise suppression
Confirm an anomaly as expected behavior and MoniShield suppresses similar signals within that confirmed range going forward. The models adapt without manual threshold changes -- false positive rates drop over time as the platform learns what normal actually looks like for your infrastructure.
Workload-aware detection thresholds
Tag a node as database, batch processor, or API server and the detection engines apply profile-specific baselines automatically. A database node running at 80% CPU is expected behavior; on an API server, it's a page. Sharper signal, fewer false alarms.
SLO tracking and burn-rate alerting
Define the reliability targets your infrastructure needs to meet. MoniShield tracks SLO compliance continuously and fires burn-rate alerts before your error budget is gone -- not after.
Define SLOs on any metric
Set SLO targets against any monitored metric -- endpoint availability, response time percentiles, job success rate, or custom thresholds. No YAML required. Define targets directly from the dashboard and attach them to individual nodes, services, or groups.
Multi-window burn-rate engine
MoniShield tracks burn-rate across 1-hour, 6-hour, 24-hour, and 72-hour windows simultaneously. A 10x burn-rate alert means your monthly error budget will be exhausted in 3 days -- the warning arrives early enough to act, not as a post-mortem data point.
Live compliance score per SLO
Each SLO shows a live compliance score so you know at a glance whether you're on track, at risk, or already in breach. Share SLO dashboards with product and engineering teams -- a shared language for infrastructure reliability, without the spreadsheet.
Maintenance windows
Schedule planned downtime and MoniShield handles the noise automatically. Alerts are suppressed for the duration -- your team stays focused on the work, not on silencing expected notifications.
Scheduled and on-demand windows
Create recurring maintenance schedules for regular work -- weekly patches, nightly ETL windows, monthly failover tests -- or define one-off windows for unplanned work. Windows apply per node, per group, or across your entire infrastructure.
Alert suppression without monitoring gaps
During an active maintenance window, MoniShield suppresses alert delivery without pausing monitoring. Metrics keep collecting, anomaly detection keeps running, and your full incident timeline is preserved -- but your team isn't paged for expected behavior.
AI-aware suppression with full audit trail
The detection engines are aware of active maintenance windows. Alerts that fire during a confirmed window are tagged and retained -- not discarded. You get a complete record of what happened during maintenance without the noise drowning your active channels.
Managed onboarding & intelligent alerting
Managed onboarding
Our team helps configure your dashboards, set alert thresholds, and validate your monitoring setup - included on every plan.
AI-driven detection & smart routing
Our detection engines watch your infrastructure around the clock and route every high-signal alert to the right channel automatically - enriched with severity and context, so the right people act in seconds. No human bottleneck, no missed 3am page.
Alert channels
Included on all plans
- Slack
- Microsoft Teams
- Discord
- Telegram
- Google Chat
- Webhook
Premium add-ons
- SMS - $19/mo
- WhatsApp Business - $19/mo
- Voice call - $29/mo
- PagerDuty - $29/mo
- OpsGenie - $29/mo
- Jira auto-ticket - $19/mo
Add-ons are billed separately at a fixed monthly rate per channel.