CHANGE DETECTED
CPU 42% → 87%
CPU utilization moved significantly above the observed baseline.
DAEMON PERSONAL INTELLIGENCE
Welcome back.
Initializing local context...
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DAEMON OS / LIVE INTELLIGENCE
CONNECTING
TELEMETRY
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SECURITY
monitoring
INTELLIGENCE
watching
HISTORY
tracking
HEALTH
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INTELLIGENCE
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Continuous infrastructure observation
Your infrastructure finally understands itself.
Daemon watches telemetry, security, system behavior and historical
state continuously — then turns meaningful changes into intelligence.
Health
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LIVE TELEMETRY SIGNAL
PRICING
Intelligence shouldn't cost a fortune.
Start with the tools you need today and scale into deeper operational intelligence as Daemon grows.
RECOMMENDED STARTING POINT
PRO
$9.99 / month
Personal infrastructure intelligence for builders and engineers.
- Live telemetry
- Health intelligence
- Trend detection
- Anomaly detection
- Operational history
- Recommendations
PERSONAL
$4.99 / month
Your digital life, watched over.
Simple intelligence for the devices, internet, and services you rely on every day.
Your Digital HealthGood
Laptops✓ Healthy
Smartphones✓ Healthy
Tablets✓ Healthy
Storage78%
PerformanceNormal
SecurityGood
Internet✓ Healthy
Important servicesAll operational
- Laptop health
- Smartphone health
- Tablet health
- Internet health
- Performance insights
- Storage alerts
- Security awareness
- Important service monitoring
- Smart notifications
- Weekly digital health summary
- Personal recommendations
- See what changed
- Up to 5 monitored devices
BUSINESS
$29.99 / month
Infrastructure intelligence for teams running production systems.
INFRASTRUCTURE HEALTH
ClusterHealthy
Nodes12 / 12
Pods184 / 188
Services47 / 47
Deployments23 / 24
InfrastructureNormal
⚠ 4 pods showing elevated restart activity
Impact
→ 2 services potentially affected
→ 1 deployment requires attention
→ 2 services potentially affected
→ 1 deployment requires attention
- Kubernetes cluster, node & pod health
- Infrastructure-wide visibility
- Anomaly & degradation detection
- Blast-radius & impact analysis
- Team workflows & automation-ready intelligence
Adaptable to Kubernetes and evolving production environments.
ENTERPRISE
Custom
Daemon intelligence for organizations with complex infrastructure.
- Enterprise architecture
- Advanced security
- Custom integrations
- Deployment options
- Strategic support
- Custom requirements
LIVE INFRASTRUCTURE INTELLIGENCE
COMMAND CENTER ONLINE
Your infrastructure finally understands itself.
Daemon OS watches your infrastructure, detects what is changing, explains why it matters, and helps you decide what to investigate before a signal becomes an incident.
See the signal.
Understand the impact.
Act with intelligence.
DAEMON COMMAND CENTER
LIVE
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CONNECTING
SYSTEM HEALTH
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Analyzing live system state...
Demo telemetry
Synthetic demo data
Trend detection
State comparison
Anomaly detection
Change awareness
Persistent history
Operational memory
THE PLATFORM
From raw telemetry to operational intelligence.
Traditional monitoring tells you what a system is doing. Daemon is being built to understand why it matters, what changed and what should happen next.
Infrastructure DNA
System relationships
D
COMPUTE
workload
workload
SECURITY
posture
posture
DATABASE
dependency
dependency
GPU FABRIC
accelerator
accelerator
Intelligence Engine
Active
Observe
Collect system telemetry continuously.
Understand
Evaluate resource pressure and system health.
Detect
Compare states and identify significant changes.
Recommend
Turn system conditions into actionable guidance.
01 / OBSERVE
Demo Telemetry
CPU, memory, storage and uptime collected directly from the system Daemon is monitoring.
02 / UNDERSTAND
Health Intelligence
Transform raw resource measurements into a single operational health assessment.
03 / DETECT
Trend Analysis
Determine whether the system is improving, worsening or remaining stable.
04 / DETECT
Anomaly Detection
Surface meaningful changes that deserve investigation before they become sustained problems.
05 / REMEMBER
Operational History
Persist intelligence snapshots so Daemon has memory of previous system states.
06 / ACT
Recommended Actions
Give operators clear next steps instead of another dashboard full of disconnected graphs.
INTELLIGENCE
Monitoring is the beginning. Understanding is the product.
Daemon's intelligence layer evaluates the live system, compares it against previous states and produces a machine-readable operational assessment.
Health Score
A normalized view of current system health based on CPU, memory and storage conditions.
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Current health
System Trend
Daemon compares the current recorded state against previous system observations.
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Current direction
Anomaly State
Significant changes in system resources are surfaced as anomalies requiring investigation.
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Current detection state
CPU Intelligence
CPU pressure is evaluated against configurable warning and critical thresholds.
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Current CPU state
Memory Intelligence
Memory pressure is evaluated continuously against the configured operating thresholds.
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Current memory state
Operational Memory
Historical intelligence snapshots give Daemon a persistent record of previous system conditions.
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Stored snapshots
OPERATIONAL INTELLIGENCE
Daemon doesn't just show you the signal.
It explains the system.
From raw telemetry to an operator-ready explanation: what changed, why it matters, what is connected, and what you can do next.
01
Observe
Telemetry
→
02
Compare
Baseline
→
03
Detect
Changes
→
04
Correlate
Signals
→
05
Explain
Intelligence
→
06
Recommend
Next action
→
07
Remember
Operational memory
CORRELATION
CPU
+
MEMORY
+
TELEMETRY
Multiple signals changed together. Daemon treats the event as a connected system condition rather than three unrelated alerts.
RELATED SIGNALS DETECTED
DAEMON EXPLAINS
System pressure is increasing.
CPU utilization is substantially above baseline while memory usage is also elevated. The combined change may indicate increased workload or resource contention.
RECOMMENDATION
Inspect the workload responsible for the CPU increase before taking action.
OPERATIONAL MEMORY
Daemon remembers.
Similar conditions can be compared with previous system states, giving operators context instead of forcing them to reconstruct history manually.
PREVIOUS STATE
SIMILAR EVENT FOUND
HUMAN CONTROL
Recommendations aren't commands.
Daemon surfaces evidence and suggested next steps while keeping the operator in control of what happens to the infrastructure.
OBSERVE
EXPLAIN
RECOMMEND
OPERATOR DECIDES
CLOSED-LOOP INTELLIGENCE
OBSERVE
→
UNDERSTAND
→
ACT
→
REMEMBER
→
IMPROVE
One operational story. Not another wall of alerts.
See the intelligence layer working with a live interactive simulation.
Run the Interactive Demo →
CONTROL PLANE
Configure how Daemon thinks.
These controls connect directly to the Daemon API. Changes are persisted by the backend.
Core Services
CPU
Memory
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Stop watching infrastructure. Start understanding it.
Daemon OS is building an intelligence layer between your systems and the people responsible for them.
Daemon OS / Hunter Intelligence
Your infrastructure doesn't have to fail before Daemon finds the problem.
Hunt for abnormal behavior. Map the blast radius. Investigate evidence. Find the safest path back to healthy operations.
INTERACTIVE INVESTIGATION DEMO
Simulated cases · Not connected to live infrastructure
01 / Select a hunt
02 / Dependency map
Client application
↓
Inference API / service
↓
Model serving · Latency elevated
↓
GPU workload / compute node
↓
Network · Storage · Cloud
Illustrative dependency path. Real dependency discovery requires connected instrumentation and graph data.
SIMULATED FINDING
Inference latency is elevated
Daemon flags a service-level symptom and begins investigating the connected workload and compute path.
Evidence to examine
- Compare inference latency with its historical baseline.
- Inspect GPU utilization, memory and queue depth.
- Correlate node, network and model-serving telemetry.
Recommended next step
Compare model-serving latency with GPU and queue metrics before attributing the cause.
Diagnosis status: hypothesis pending evidence. No repair has been executed.
03 / Hunter lifecycle
Hunt for abnormal behavior
Identify deviations, degraded service behavior and emerging health risks from available signals.
DAEMON UNIFIED INTELLIGENCE
One command center. Every signal. One intelligence model.
Daemon brings infrastructure observability and AI observability into a unified intelligence workflow — turning telemetry into context, impact, root cause, risk, and recommended investigation.
INTELLIGENCE CORE / ONLINE
Observability Fabric
KubernetesClusters — Nodes — Pods
WorkloadsDeployments — Services
InfrastructureBare Metal — Cloud
TelemetryLogs — Metrics — Traces
HealthNetwork — Containers — Saturation
AI SystemsLLMs — Agents — GPUs
AI StackRAG — Vector DBs — Inference
End-to-End Intelligence Graph
01 / APPLICATIONAI application request
↓
02 / AIAgent — LLM — Tools — RAG
↓
03 / DATAVector database — retrieval — context
↓
04 / COMPUTEPod — Node — GPU — Network
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05 / CLOUDAWS — Multi-cloud infrastructure
Infrastructure Intelligence
WHAT MATTERS?Prioritize meaningful signals and emerging risk.
WHAT CHANGED?Detect changes, anomalies, degradation, and behavior shifts.
WHY DOES IT MATTER?Correlate dependencies, blast radius, historical behavior, and impact.
WHAT NEXT?Surface likely root cause and the next investigation step.
DEEP AI INTELLIGENCE
Daemon is designed to reason across infrastructure and AI telemetry — not just display it: change intelligence, anomaly detection, causal correlation, historical baselines, capacity and saturation signals, AI workload behavior, model and agent telemetry, cost and performance relationships, risk context, root-cause hypotheses, and investigation recommendations in one unified command center.
Daemon is designed to reason across infrastructure and AI telemetry — not just display it: change intelligence, anomaly detection, causal correlation, historical baselines, capacity and saturation signals, AI workload behavior, model and agent telemetry, cost and performance relationships, risk context, root-cause hypotheses, and investigation recommendations in one unified command center.
DAEMON LIVE INTELLIGENCE
CONNECTING TO SYSTEM
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DAEMON EVENT INTELLIGENCE
Live detection, evidence, investigation and explanation
WATCHING
Connecting to event intelligence...
DAEMON INTELLIGENCE MATRIX
Alerts · failures · overnight intelligence · logs
LIVE
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