Detect
Continuous kernel-deep telemetry across hosts, services, and network paths surfaces anomalies the moment they form — not after the pager fires.
Autonomous IT incident resolution · Private-network deployment
Kersev AI develops software that autonomously detects, diagnoses, and resolves IT infrastructure incidents inside your own private network — built for organizations of every size and industry, from lean startups to regulated global enterprises.
The platform
A closed-loop engine that watches your infrastructure at the kernel level and acts before an incident escalates.
Continuous kernel-deep telemetry across hosts, services, and network paths surfaces anomalies the moment they form — not after the pager fires.
Causal reasoning correlates signals across your stack to pinpoint root cause, eliminating the war-room scramble and noisy alert storms.
Verified, policy-bounded remediations execute autonomously inside your network — with a full audit trail for every action taken.
How Kersev AI senses, learns, predicts, decides, and acts — and where it plugs into the tools you already run. Any scale, any stack, entirely inside your network.
Any scale · sensed at the kernel via eBPF
ML → SLM → LLM, right-sized to the job
Forecasts incidents, finds root cause
Policy-gated, autonomous, reversible
ServiceNow, PagerDuty, Slack, Datadog & more
syscalls · network · scheduler · I/O
real-time events, metrics & traces
golden signals + service map
labeled outcomes & telemetry archive
offline pipeline, backtested
versioned & approved for release
continuous scoring & forecasting
event & log understanding
causal root-cause reasoning
drift & accuracy tracking
predicts Sev-1s before they happen
confidence-scored diagnosis
blast-radius limits & approvals
executes · verifies · logs
auto-ticketing & CMDB sync
paging & escalation
ChatOps & approvals
Datadog, Splunk, Grafana & more
change mgmt & IaC execution
compliance logging
Why Kersev AI
Most tools watch and wait. Kersev AI senses at the kernel, reasons with right-sized models, and acts — inside your network, alongside the tools you already run. You pay only for the incidents it actually handles.
| Traditional monitoring & AIOps | Kersev AI | |
|---|---|---|
| Detection layer | Application logs & metrics — symptoms, after the fact | Kernel-level (eBPF) — precursors, before symptoms surface |
| Where it runs | Vendor's multi-tenant cloud | Entirely inside your network, up to fully sovereign, zero-egress |
| When something breaks | Pages a human and waits | Autonomous, policy-gated remediation with a full audit trail |
| Reasoning | One model for everything, or none | Right-sized tiers — fast models score continuously, heavier reasoning only when it's actually needed |
| Your existing tools | Another dashboard to check | Feeds and enriches ServiceNow, PagerDuty, Slack, Datadog and the rest of your stack |
| Pricing | Per seat or per host, whether or not anything happens | Pay only for incidents actually detected, diagnosed, and resolved |
We instrument below the application — the kernel, the hypervisor, the wire — so we catch what log-based tools structurally cannot see until it's already an incident.
Continuous scoring runs on lightweight models at the edge. Heavier causal reasoning only spins up when an anomaly or incident actually warrants it — fast where speed matters, deep where depth matters.
Kersev AI plugs into the ITSM, paging, and observability tools you've already invested in — ServiceNow, PagerDuty, Datadog, and more — and makes them smarter, not obsolete.
Pricing
No per-seat fees. No per-host tax for infrastructure that never breaks.
Kersev AI's usage-based pricing charges only for the incidents it actually detects, diagnoses, and resolves — from a free, read-only starting point up to a fully sovereign, in-VPC deployment for regulated enterprises. If nothing needs fixing, you don't pay for the privilege of finding that out.
Get pricingAbout Kersev AI
Kersev AI Ltd. builds artificial-intelligence software that autonomously detects, diagnoses, and resolves IT infrastructure incidents inside a customer's own private network.
We serve organizations of every size and industry — from fast-moving startups who can't afford a single outage to regulated enterprises where data residency, auditability, and uptime are non-negotiable.
Our name says it all: Kernel-deep, never a Sev-1. We go beneath the surface — to the kernel, the hypervisor, the wire — so incidents are contained before they become outages.
Get in touch
Tell us about your environment and your Sev-1 history. We'll walk you through a private-network deployment.
Or email us directly at info@kersev.ai