OpsEpoch puts an AI agent on every layer — servers, websites, Kubernetes, logs and APM. It watches continuously, reasons about what broke, and remediates automatically. AI intelligence and assistance, everywhere you operate.
Every capability in OpsEpoch runs through the same closed AI loop. No dashboards to babysit, no runbooks to memorize — the agent carries the incident from detection to verified recovery.
Agents watch every metric, log line, trace and endpoint across servers, sites, Kubernetes and APM — learning normal so they catch what static thresholds miss.
The moment something drifts, the agent correlates signals, logs and recent changes to produce a ranked root-cause analysis with evidence and confidence.
AI Resolve executes the remediation — scale, restart, roll back, patch — then verifies recovery and closes the incident. You approve only when it matters.
Full-stack coverage — every layer instrumented, every layer intelligent. AI assistance is baked into each area, not bolted on.
Node Exporter, system metrics and exporter lifecycle — AI baselines detect drift early.
✦ AI baseliningUptime, HTTP status, SSL expiry and latency — with AI anomaly scoring on every check.
✦ AI anomaly scoringCluster, namespace, pod and node visibility with AI-detected crashloops and pressure.
✦ AI health inferenceCentralized log aggregation with search, correlation and an AI debug system that reads the logs for you.
✦ Intelligent debugCritical, Warning & Info tiers with custom templates — AI suppresses noise and groups duplicates.
✦ AI noise reductionAI Chat Resolve, AI Resolve and RCA suggestions — diagnose and fix in one conversation.
✦ Chat Resolve · RCAAI-based backend execution workflow tracing across services and dependencies.
✦ AI trace analysisBrowser-based SSH and command executor — AI suggests the exact commands to run.
✦ AI-guided actionsSystem, Redis, MySQL, daemon services and SystemD — AI surfaces what needs attention first.
✦ AI prioritized viewsNo more grepping through gigabytes. OpsEpoch aggregates every log stream into one searchable place, then an intelligent AI system reads them — spotting the anomaly, tracing it to the cause, and explaining it in plain English.
OpsEpoch is built by engineers who run infrastructure for a living. From bare-metal and power to hypervisors, storage fabric and the apps on top — every domain is instrumented, and every domain is watched by AI.
Hardware health, firmware, disk SMART and out-of-band control across your fleet.
Hypervisor, VM density, host contention and live-migration visibility.
Switch, router and firewall telemetry, throughput, packet loss and BGP state.
SAN/NAS capacity, IOPS, RAID health and distributed-storage cluster state.
PDU/UPS load, temperature, humidity and airflow — physical-layer early warning.
Cluster, namespace, node and pod health with AI-detected crashloops and pressure.
Query latency, replication lag, connections and cache pressure across engines.
Snapshot success, replication, RTO/RPO tracking and access-audit coverage.
OpsEpoch doesn't just page a human. Autonomous AI agents detect the anomaly, investigate causality across metrics and logs, generate a root-cause analysis, apply the fix, and verify recovery — with a human in the loop only when it matters.
AI surfaces a metric, log & trace anomaly across the full stack.
Agent correlates signals, logs, dependencies and recent changes.
Ranked root-cause hypotheses with confidence & evidence.
Executes remediation — scale, restart, roll back, patch.
Confirms recovery, closes incident, logs the MTTR.
Connection pool saturated after deploy #a19f4 changed cache TTL.
Throughput +34% coincided with a marketing send at 14:02 UTC.
Pool 128 → 256 · replica set +2 · deploy flagged for review.
Every capability maps to a real operational pain — and the outcome AI delivers.
Fixed by: AI server monitoring + baselining
→ Zero surprise outagesFixed by: AI Log Intelligence — centralized & auto-debugged
→ Root cause in minutesFixed by: AI Kubernetes health inference
→ Container reliabilityFixed by: AI-tiered alerts with noise reduction
→ Right person, right timeFixed by: AI Chat Resolve, AI Fix & RCA
→ Faster recoveryFixed by: AI website & SSL monitoring
→ Customer trust protectedFixed by: AI-guided remote access & execution
→ Less toil, fewer mistakesFixed by: AI-prioritized dashboards & APM tracing
→ Single pane of glassDeploy across your servers, sites, Kubernetes, logs and APM — and let AI agents monitor, analyse and fix incidents while you sleep.