Ask AI SRE
AI SRE Grounded in
Live Cluster Data
Understand savings potential, investigate workload behavior, and surface the highest-impact optimization opportunities through a simple conversational interface. Every answer is grounded in your cluster’s live context, highlighting the most impactful actions while keeping full control in your team’s hands.
Ask About Any Part of Your Cluster
The AI SRE agent is built directly into the ScaleOps Platform, giving teams a conversational way to understand what’s happening across their clusters right now. Ask about workloads, utilization, optimization opportunities, cost drivers, or emerging issues, and get actionable answers based on your real environment, not generic assumptions.
Live Context In Every Response
Every response is grounded in live cluster data fetched before the answer is generated. That means real workload behavior, real savings potential, and recommendations tied to current conditions in your environment. No static snapshots. No disconnected analysis. Just operational insight based on what is actually happening now.
Prioritized for Action
Critical issues flagged. Workloads called out by name and namespace. Findings ranked by priority. Every AI response ends with a clear conclusion: “Action needed” or “No action required.” When the opportunity is there, teams can move directly from insight to approved automation, triggering high-impact optimization workflows straight from the chat.
Safe by Design
ScaleOps’ Ask AI SRE is read-only by default. It analyzes and recommends but never changes cluster state on its own. Every action requires explicit approval from your team. Your cluster data remains private and is not used to train the model. Only relevant operational context is retrieved to generate answers.
Cloud Resource Management Reinvented
Boost Performance & Reliability
Ensure consistent performance and uptime, even in the most dynamic environments.
Free Your Engineers
Eliminate repeated manual tuning forever, allowing you to focus on innovation.
Cut Costs by 80%
Pay only for the cloud resources you need without compromising performance.
Here’s what our users have to say about ScaleOps
“Out of all the vendors we tested, ScaleOps’ rightsizing solution was by far the most advanced. Nothing else we evaluated matched the depth or control.”
“ScaleOps solved the challenges we were facing with managing and scaling our Kubernetes workloads. The hands-free automation, combined with 75% cost savings, has been a real game changer for At-Bay.”
“ScaleOps’ automation continuously optimizes our containers on production to meet real-time demand. The 2-minute installation was straightforward, and the immediate value was clear. It’s significantly reduced operational overhead, freeing our teams to focus on more strategic initiatives, while reducing our cloud cost by over 50%”
“Manually tuning CPU and memory requests or limits across workloads was eating up our engineers’ time. With ScaleOps automating resource optimization at the pod level, we’ve eliminated constant config changes and cut cloud costs significantly.”
“ScaleOps’ automation optimizes our production apps in real time, cutting cloud costs and eliminating repetitive manual work so our teams can focus on core projects. The quick setup delivered immediate value.”
“I appreciate how easy it was to install ScaleOps and how it instantly reduced the cognitive load on our application teams, making it much simpler for them to deploy their workloads effectively. The troubleshooting features are excellent and have proven invaluable when assisting assisting our app teams.”
“ScaleOps allows us to dramatically reduce costs and keep our cloud bill in check.”
“Very easy to get started and implement. Great customer support, we have a dedicated Slack channel where we get responses very quickly. ScaleOps keeps adding more and more useful features.”
“Great optimization tool for EKS, awesome team to work with, and easy deployment.”
“Out of all the vendors we tested, ScaleOps’ rightsizing solution was by far the most advanced. Nothing else we evaluated matched the depth or control.”
“ScaleOps solved the challenges we were facing with managing and scaling our Kubernetes workloads. The hands-free automation, combined with 75% cost savings, has been a real game changer for At-Bay.”
“ScaleOps’ automation continuously optimizes our containers on production to meet real-time demand. The 2-minute installation was straightforward, and the immediate value was clear. It’s significantly reduced operational overhead, freeing our teams to focus on more strategic initiatives, while reducing our cloud cost by over 50%”
“Manually tuning CPU and memory requests or limits across workloads was eating up our engineers’ time. With ScaleOps automating resource optimization at the pod level, we’ve eliminated constant config changes and cut cloud costs significantly.”
“ScaleOps’ automation optimizes our production apps in real time, cutting cloud costs and eliminating repetitive manual work so our teams can focus on core projects. The quick setup delivered immediate value.”
“I appreciate how easy it was to install ScaleOps and how it instantly reduced the cognitive load on our application teams, making it much simpler for them to deploy their workloads effectively. The troubleshooting features are excellent and have proven invaluable when assisting assisting our app teams.”
“ScaleOps allows us to dramatically reduce costs and keep our cloud bill in check.”
“Very easy to get started and implement. Great customer support, we have a dedicated Slack channel where we get responses very quickly. ScaleOps keeps adding more and more useful features.”
“Great optimization tool for EKS, awesome team to work with, and easy deployment.”
“ScaleOps eliminates the manual effort of constantly tuning resource requests and limits in our Kubernetes clusters. It automatically adjusts workloads to the right size, helping us reduce over-provisioning and keep our cloud costs low.”
“Before ScaleOps, managing workload scaling required constant tweaking and monitoring. Now, it’s completely automated. We spend less time managing infrastructure and more time building products. It’s made our Kubernetes environment far more efficient and predictable.”
“ScaleOps automation has improved reliability, helping us maintain consistent application performance even during periods of high demand.”
“ScaleOps helps reduce cloud costs significantly without affecting performance”
“ScaleOps automatically manages our resources and continuously optimizes our production workloads in response to demand. This platform has resulted in significant savings, all through a hands-free experience.”
“We came in looking to save costs, but not at the expense of performance. With ScaleOps’ automated resource optimization, we got both, and saw dramatically high cost savings without compromising on reliability.”
“ScaleOps drove major cloud cost savings for us. The platform is reliable, easy to deploy, and the support team is exceptional.”
“ScaleOps automatically optimizes Wiz’s containers in production according to our real-time needs, improving performance even during demand spikes. While dramatically reducing our K8s costs, the hands-free automation freed our teams from dealing with ongoing configurations, which is critical in our rapidly ever-growing environment”
“Out of all the vendors we tested, ScaleOps’ rightsizing solution was by far the most advanced. Nothing else we evaluated matched the depth or control.”
“ScaleOps eliminates the manual effort of constantly tuning resource requests and limits in our Kubernetes clusters. It automatically adjusts workloads to the right size, helping us reduce over-provisioning and keep our cloud costs low.”
“Before ScaleOps, managing workload scaling required constant tweaking and monitoring. Now, it’s completely automated. We spend less time managing infrastructure and more time building products. It’s made our Kubernetes environment far more efficient and predictable.”
“ScaleOps automation has improved reliability, helping us maintain consistent application performance even during periods of high demand.”
“ScaleOps helps reduce cloud costs significantly without affecting performance”
“ScaleOps automatically manages our resources and continuously optimizes our production workloads in response to demand. This platform has resulted in significant savings, all through a hands-free experience.”
“We came in looking to save costs, but not at the expense of performance. With ScaleOps’ automated resource optimization, we got both, and saw dramatically high cost savings without compromising on reliability.”
“ScaleOps drove major cloud cost savings for us. The platform is reliable, easy to deploy, and the support team is exceptional.”
“ScaleOps automatically optimizes Wiz’s containers in production according to our real-time needs, improving performance even during demand spikes. While dramatically reducing our K8s costs, the hands-free automation freed our teams from dealing with ongoing configurations, which is critical in our rapidly ever-growing environment”
“Out of all the vendors we tested, ScaleOps’ rightsizing solution was by far the most advanced. Nothing else we evaluated matched the depth or control.”
Run ScaleOps on any Kubernetes environment
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