“Komodor helps our teams correlate the signals that matter and shorten the path from symptom to root cause, while fitting into our existing SRE workflows.” 
“Komodor has been a game-changer for our team. It significantly accelerates the RCA process for issues and even helps us troubleshoot our own applications.” Adoption was quick, and the value became clear almost immediately.” 
“Komodor makes our developers’ lives easier and lightens the load on our SRE team with an estimated 40% reduction in tickets and accelerating MTTR by over 80%” 
“Komodor has been pivotal in streamlining our operations. Their platform not only improved our RTO and RPO but also fostered a proactive, shift-left culture within our teams.” 
“With Komodor, OpenTable saw a reduction in the volume of support questions related to deployment issues. It enabled quicker problem identification and resolution, thus streamlining the workflow and improving overall efficiency.” 
“Overall, Komodor has helped us progress toward a more proactive and data-driven operating model through faster root cause analysis, better cross-team collaboration, and improved operational outcomes” 
63% reduction in MTTR 24% increase in velocity
47% increase in development velocity
75% reduction in support tickets and resolution times 
“For us building agents was easy. Running and governing them at scale is the hard part. Komodor helps us close that gap.” Customize the Platform: Build, Run, Govern and Optimize Agents
Every production environment is unique. Komodor gives you the framework and tools to rapidly develop, secure, and improve your own agents and run them together in custom end-to-end workflows that drive to measurable operational goals.
Build
Turn any skill, script, or runbook – whether built with Claude, Codex, LangChain, or any other harness – into a production-ready agent, or build one from scratch. Every agent built on, or imported into, the platform inherits the same shared infrastructure and governance.
10x faster transition from build to production
Run
Run and operate your entire agent fleet at scale — on your cloud, on-prem, or Komodor Cloud, with any model. Every agent draws on the same shared memory and a living knowledge graph, so nothing starts from zero, and performance compounds over time.
~80% better accuracy, latency and failure rate
Optimize
Every agent on the platform, ours and yours, improves in a continuous loop. Configurable judges grade runs for quality, speed and cost, golden scenarios and shadow runs prove each change on your real workloads, and you decide what ships. Model routing and token efficiency keep running costs predictable.
~60% lower cost
Govern
Each agent gets exactly the reach you grant it and is held to the standards you set – checked at every boundary it crosses. Unsafe actions get blocked, sensitive data gets redacted automatically, approval gates trigger where it matters, and every decision leaves a record behind.
Dramatically lower risk
Proven in Production
“Nebius operates AI cloud infra at scale. Uptime and performance are mission-critical, and require fast, well-grounded incident investigation across complex K8s environments. It helps our teams correlate the signals that matter and shorten the path from symptom to RCA, while fitting into our existing workflows.”
Danila Shtan
CTO
36% HARD COST SAVINGS
“Komodor has become our first line of defense for K8s troubleshooting and reliability engineering, significantly reducing MTTR and minimizing escalations to the SRE team. This allowed us to maintain high service quality without increasing headcount. Additionally, we’ve seen 36% hard cost savings.”
Nati Shalom
DELL TECHNOLOGY FELLOW
0+
engineering hours saved
0+
tickets eliminated
$0M+
in cloud costs reclaimed
SELF-IMPROVING LOOP
The Self-Improving Loop for Your Software Factory
Unlike deterministic software, agent behavior is unpredictable and shifts easily with prompt, skill, or model changes. Fixes may fail across multiple runs, introduce regressions, or miss real production complexity. Komodor provides an out-of-the-box Eval Factory to ensure your agentic fleet gets better and cheaper with each run.
Hypothesis
Grounded in run findings and the coach – the specialized agent inside the loop that turns failure patterns and scores into concrete improvement proposals.
Seamlessly Add Your Agents as First Class Citizens
Bring any existing custom agent into the Komodor platform in minutes.
Whatever you’ve already built – from local skill to full-fledged agent – and wherever you built it, you can bring it to Komodor as is. It immediately inherits the same identity, governance and evaluation as an agent we built ourselves.
– Import agents from LangChain, Google ADK, Claude Agent SDK, AgentCore — no rewrite, no new DSL to learn.
– Turn any skill, script, or runbook into a governed agent, or build one from scratch with our tools.
– Run wherever your infrastructure lives – self-hosted on cloud or on-prem, or Komodor cloud – always with the same governance and visibility.
– Continuously evaluate and optimize every agent for accuracy and cost, so quality compounds over time.
