# Sedai

> Sedai is an enterprise SaaS platform that learns how cloud applications behave, recommends changes, and - when customers allow it - autonomously adjusts infrastructure for cost, performance, and availability. Its distinctive move is not merely finding waste but closing the loop: making small production changes, checking them against guardrails and service objectives, and reversing course when signals deteriorate.

- **Founded:** 2018
- **Headquarters:** Pleasanton, United States
- **Founders:** Suresh Mathew (Founder and CEO), Benjamin 'Benji' Thomas (Co-founder and CTO)
- **Products:** Autonomous Cloud Optimization, Datapilot, Copilot and Autopilot, Availability Management and Release Intelligence, GPU Optimization, Sed and MCP Integration
- **Notable:** Sedai says it has executed more than 25 million autonomous production actions while reporting zero incidents caused by the platform., The company says it manages $3 billion in enterprise cloud spend and has reclaimed more than 22,000 engineering hours., Sedai reported 7x revenue growth in 2024 and a 92% proof-of-concept-to-customer conversion rate.

## Products & services

- **Autonomous Cloud Optimization** — Application-aware rightsizing and scaling for Kubernetes, AWS ECS/Fargate, AWS Lambda, virtual machines, storage, and data workloads, with cost and performance goals.
- **Datapilot, Copilot and Autopilot** — Three control modes that progress from analysis only, to human-approved execution, to continuous autonomous action behind safety checks.
- **Availability Management and Release Intelligence** — Detection and remediation of availability issues plus post-release scoring based on changes in latency, errors, saturation, and traffic.
- **GPU Optimization** — Autonomous identification of idle GPU allocation, workload rightsizing, and Kubernetes GPU capacity packing for AI infrastructure.
- **Sed and MCP Integration** — An early-access conversational assistant for cloud cost, savings, opportunities, settings, and actions, with the same capabilities exposed to external agents through MCP.
- **Pod Interceptor and Smart Scheduler** — Kubernetes execution and scheduling features that apply rightsizing as pods are created and consolidate workloads without fighting GitOps reconciliation.
- **Sedai Terraform Provider** — An open-source provider that onboards AWS, Azure, GCP, and Kubernetes resources through existing infrastructure-as-code workflows.

## Achievements

- Sedai says it has executed more than 25 million autonomous production actions while reporting zero incidents caused by the platform.
- The company says it manages $3 billion in enterprise cloud spend and has reclaimed more than 22,000 engineering hours.
- Sedai reported 7x revenue growth in 2024 and a 92% proof-of-concept-to-customer conversion rate.
- KnowBe4 reported 27% lower overall cloud compute cost, more than $1.2 million in cumulative savings, and ROI in five months.
- Palo Alto Networks reported $3.5 million in cloud cost reduction.
- Relay Network reported a 40% reduction in ECS container costs and 3,868 engineering hours saved in 2026.
- Informed reported more than 900 hours of engineering toil removed in three months and all eligible production compute on Autopilot.
- Sedai holds eight U.S. patents related to autonomous action and production safety.
- Gartner named Sedai a 2022 Cool Vendor in Observability and Monitoring and included it in multiple 2023 Hype Cycles, according to Sedai.

## Latest updates

- **2026-09** — Released Pod Interceptor and Smart Scheduler for Kubernetes, moving rightsizing to pod creation and automating workload consolidation.
- **2026-09** — Launched a generally available Terraform provider for onboarding AWS, Kubernetes, Azure, and GCP resources through infrastructure as code.
- **2026-08** — Introduced Sed, an early-access cloud and AI assistant, plus an MCP integration that exposes Sedai actions to outside agents and tools.
- **2026-07** — Introduced a Resource Lifecycle Dashboard for environment-wide visibility into resources, opportunities, and savings.
- **2026-06** — Introduced optimization and governance capabilities for AI agents.
- **2026-03** — Made GPU Optimization generally available for Kubernetes AI workloads.
- **2025-06** — Raised a $20 million Series B led by AVP to expand autonomous enterprise infrastructure capabilities and go-to-market operations.

## Links

- Website: https://sedai.io/
- LinkedIn: https://www.linkedin.com/company/sedai/
- Twitter/X: https://x.com/sedai_io
- GitHub: https://github.com/SedaiEngineering
- YouTube: https://www.youtube.com/@sedaicloud
- Facebook: https://www.facebook.com/sedaiio

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Profile page: https://yespress.io/sedai
Published by YesPress — https://yespress.io
Last updated: 2026-09-26