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Sedai’s autonomous cloud optimization platform continuously optimizes Kubernetes workloads at scale. Powered by reinforcement learning, Sedai understands the behavior of your applications and makes safe, production-ready improvements automatically, so engineers can focus on innovation, not firefighting.
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Continuously tune horizontal and vertical scaling for the best cost and performance. Sedai adjusts memory, CPU, and replica sets at the container and pod/task level — no manual tweaking required.
Select the right instance types based on application-level latency needs. Go beyond autoscaler limitations with Cluster Compaction, which intelligently redistributes workloads and safely decommissions unused nodes to drive further savings.
See the true cost of Kubernetes workloads. Sedai attributes costs for GPU, storage, and network usage back to the workload level — so you know exactly where spend is going, not just compute.
Maximize savings with intelligent purchasing decisions. Sedai recommends the lowest-cost option across on-demand, savings plans, and reserved terms, automatically optimized to your workloads.
Proactively detect and fix issues such as out-of-memory errors and pod restarts. Sedai eliminates Failed Customer Interactions (FCIs) by resolving problems before they impact users.
Every release gets a production performance scorecard with deep insights on latency, cost, and error rates. Spot regressions instantly and move forward with confidence.
Define SLO goals and let Sedai autonomously optimize resources to meet them. Sedai can also recommend SLOs and error budgets based on past workload performance.
Fix overprovisioning and optimize resource efficiency for non-critical workloads. Take advantage of the lowest cost purchasing options
Increase performance for customer-facing real-time services by uncovering how applications perform with different configurations and resource levels.
Proactively find and prevent potential availability issues through a combination of configuration changes and restarts.
Release applications into production and Sedai will adjust configuration to the optimal level while providing quantitative scores on release performance.
Teams can focus on high value engineering projects while lower level work is executed 24/7 by autonomous systems.
Sign up for Sedai and connect your cloud and monitoring accounts in under 15 minutes
Sedai analyzes your performance and traffic and within hours starts to build its view of where improvements can be made. Sedai continues to learns your daily and weekly traffic patterns over time
Sedai updates your configurations and resourcing in order to optimize cost, performance and availability
"Sedai has helped us save millions of dollars by optimizing and managing our own back-end services. But most importantly, what Sedai has done very well is allow us to respond in real time when anomalies are detected."
“By having Sedai in place, we’re not just saving money, we’re preventing would-be customer problems before they become an issue.”
“The first time we saw Sedai we realized the traditional approach to site reliability was outdated. We have embraced autonomous management as the path to the future. Sedai allows us to innovate faster and cut toil.”
Please select a date and time from the calendar below to schedule a demo with our team
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