Sedai
Sedai is a private autonomous cloud management platform that uses patented reinforcement learning to reduce cost, improve performance, and prevent outages across multi-cloud and Kubernetes environments for enterprise customers including Palo Alto Networks, HP, Experian, GSK, and KnowBe4.
- Company typePrivate
- Founded2020
- HeadquartersPleasanton, United States
- Headcount101–250
- GTM typeB2B
- OfferingSoftware
What Sedai does
Sedai is a privately held, autonomous cloud management platform founded in 2020 and headquartered in Pleasanton, California, with an additional R&D center in Thiruvananthapuram, India. The company uses patented reinforcement learning and a graduated Datapilot → Copilot → Autopilot control model to continuously optimize cloud resources, taking autonomous action across multi-cloud environments (AWS, Azure, GCP) and Kubernetes-based workloads to reduce cost, improve performance, and prevent outages. Core platform modules span Kubernetes, ECS, VM, serverless, storage, database/BigQuery, and GPU optimization, complemented by a Sedai Smart Agent for in-cluster Kubernetes integration and agentless IAM-based cloud connectivity. In 2026, Sedai extended into the AI/LLM workload layer with GPU Optimization (March), BigQuery optimization (April), and a middleware AI Agent Optimization SDK (June) that provides governance, observability, smart routing, and reliability across LLM calls from OpenAI, AWS Bedrock, Vertex AI, and Azure Foundry.
Sedai sells primarily through an enterprise field-sales motion with quote-based SaaS contracts, supplemented by self-serve onboarding for AI Agent Optimization, a three-tier channel partner program (Solution Providers, MSPs, Technology Providers) with white-label/API resale, and marketplace listings on AWS Partner Network and Azure Marketplace. The customer base is enterprise-led and spans cybersecurity (Palo Alto Networks, KnowBe4), consumer/retail (HP, Avis, Belcorp, fabric), financial services (Experian), and pharmaceuticals (GSK), with published outcomes including a $3.5M cloud cost reduction at Palo Alto Networks and a $5M+ annual customer savings benchmark. Sedai reports executing 25M+ autonomous actions across $3B of managed customer cloud spend with a stated zero-incident safety record underpinned by eight U.S. patents.
The company has raised approximately $38M cumulatively across seed (2020/2022), a $15M Series A led by Norwest Venture Partners in March 2022, and a $20M Series B led by AVP in December 2025, with a strategic investment and technology development agreement signed with In-Q-Tel in April 2026 to pursue the U.S. national security vertical. Recognitions include 2026 GigaOm Radar Leader for Kubernetes Management, 2022 Gartner Cool Vendor in Observability and Monitoring, AWS Lambda Ready designation (2024), and SOC 2 Type 2 certification.
Sedai firmographics
Firmographics- Name
- Sedai
- Legal name
- Sedai Inc.
- Website
- https://sedai.io
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 101–250 employees
- Short description
- Sedai is a private autonomous cloud management platform that uses patented reinforcement learning to reduce cost, improve performance, and prevent outages across multi-cloud and Kubernetes environments for enterprise customers including Palo Alto Networks, HP, Experian, GSK, and KnowBe4.
- Ownership category
- akta.pro rank
Sedai industry classification
Industry- Product category
- Autonomous Cloud Infrastructure Management
- NAICS
- Computer Systems Design and Related Services (54151)
- SIC
- Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Cloud-Native/Kubernetes Observability (HDABAJAF)
- akta.pro secondary industry
- Cloud Infrastructure Entitlement Management (CIEM) (HDABAHAC)
Keywords
Where Sedai is headquartered
LocationHeadquarters
- HQ city
- Pleasanton
- HQ country
- United States
- HQ region
- North America
Offices3 records
Markets served
Sedai business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- Enterprise SaaS Subscription: Quote-based enterprise SaaS contract covering the Sedai platform (Kubernetes, ECS, GPU, VM, Serverless, Storage, Database, BigQuery optimization). Pricing FAQ indicates pricing is not publicly disclosed and sales-led demos are required. Marketplace listings on AWS and Azure support procurement.
- Cloud Spend-Based / Usage-Aligned Pricing: Sedai manages over $3 billion in customer cloud spend, executing over 25 million autonomous actions in production. The platform's value scales with cloud spend under management, implying a usage- or spend-based component to commercial terms.
- AI Agent Optimization Add-On / New Product Line: AI Agent Optimization launched in June 2026 with general availability later in 2026, delivered as an SDK. Adopted by customers including GSK, KnowBe4, and Informed; offered as a natural extension to the existing platform with no new vendor required.
- Channel / Partner Resale: Solution Providers and Managed Service Providers resell Sedai via API, white-labeled or customer-visible, with marketplace listings on AWS and Azure and competitive commission rates.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | Annual | Enterprise SaaS — quote-based, not publicly disclosed |
Go-to-market motion5 records
Distribution channels7 records
Marketing channels9 records
Sedai product offering
Product offeringCore offering
Sedai provides an autonomous cloud management platform that uses patented reinforcement learning to continuously reduce cloud costs, improve application performance, and prevent outages across multi-cloud environments. The platform operates in Datapilot, Copilot, and Autopilot modes and covers Kubernetes, containers, serverless, VMs, storage, GPU, and BigQuery workloads. Sedai has extended the platform with an AI Agent Optimization SDK that adds governance, observability, smart routing, and reliability for LLM-based agents across OpenAI, AWS Bedrock, Vertex AI, and Azure Foundry.
Differentiator
Problem solved
Functional benefit
Products and services
- Sedai Self-Driving Cloud Platform Sedai's flagship autonomous cloud management platform that uses patented reinforcement learning to continuously reduce cloud costs, improve performance, and prevent outages across Kubernetes, containers, serverless, VMs, storage, GPU, and BigQuery workloads in AWS, Azure, GCP, and on-premises environments. Operates in Datapilot (analyze), Copilot (recommend), and Autopilot (fully autonomous) modes. Target customers are enterprise engineering, SRE, and FinOps teams.
- Sedai for AI Agent Optimization A standalone middleware Python SDK that provides unified governance, observability, smart routing, and reliability across every LLM call from AI agents, with one pip install and no code rewrites. Supports OpenAI, AWS Bedrock, Vertex AI, and Azure Foundry, with claims of 40% LLM spend reduction and 30% response accuracy improvement. Adopted by GSK, KnowBe4, and Informed.
Quantifiable outcome
- 30%+ reduction in cloud costs
- +9 more outcomes
Companies that use Sedai
Customer profileNamed customers9 records
Segments6 records
Ideal customer profiles6 records
Sedai technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration21 records
AI capability8 records
Feature7 records
Sedai partnerships and signals
Strategic signalPartnerships
Twelve partnerships are on record, tiered core and moderate.
- Amazon Web Services (AWS)coreSedai is an AWS Partner Network member and is listed on the AWS Marketplace. Sedai is also an AWS Lambda Ready designee (2024) and supports AWS services including ECS, EKS, Fargate, Lambda Managed Instances, EC2, RDS, S3, and CloudWatch.
- Microsoft AzurecoreSedai is listed on the Azure Marketplace with the 'Azure Marketplace' badge displayed on the homepage. The platform supports Azure VM, AKS, Azure Managed Disks, Azure Monitor, and Azure Foundry for LLM workloads.
- FinOps FoundationmoderateSedai is a FinOps Foundation partner with the 'FinOps Foundation' badge displayed in the website footer. Sedai publishes FinOps-oriented guides and frames the platform as FinOps automation that goes beyond recommendation to execution.
- DatadogmoderateFirst-class monitoring integration partner. Sedai imports Datadog Golden Signals (latency, traffic, errors, saturation) into its ML models and has a documented co-marketing case study on 'Achieving Autonomous Management with Datadog'.
- PrometheusmoderateSupported as a primary monitoring source for Kubernetes integrations, with documented Prometheus endpoint and OIDC authentication setup.
- New RelicmoderateSupported as a monitoring provider with documented API server, API key, and tag-mapping configuration.
- Splunk (SignalFX)moderateSupported as a monitoring provider with API access token and tag-mapping configuration documented in Sedai's onboarding guide.
- Google Cloud Platform (GCP)moderateSedai supports GCP services including Google Kubernetes Engine, Google Monitoring, BigQuery (with autonomous optimization), Vertex AI (for AI Agent Optimization), and Committed Use Discounts.
- OpenAImoderateFirst-class LLM provider integration for the AI Agent Optimization SDK at launch, enabling governance, observability, and smart routing across OpenAI API calls.
- AWS BedrockmoderateFirst-class LLM provider integration for the AI Agent Optimization SDK at launch.
- Google Vertex AImoderateFirst-class LLM provider integration for the AI Agent Optimization SDK at launch.
- Azure FoundrymoderateFirst-class LLM provider integration for the AI Agent Optimization SDK at launch.
Scale indicators10 records
Recent moves7 records
Expansion highlights6 records
Sedai competitors and assessment
Company assessmentDirect peers
- Spot by NetApp: Spot.io (now Spot by NetApp) provides automated cloud infrastructure optimization across AWS, Azure, and GCP for compute, containers, and serverless — the closest direct competitor to Sedai's autonomous cloud optimization platform, with similar FinOps and SRE use cases.
- CAST.ai: CAST.ai offers autonomous Kubernetes cost optimization including rightsizing, bin packing, and spot instance automation — directly comparable to Sedai's Kubernetes Optimization module and targeting the same enterprise SRE and FinOps buyers.
- Kubecost: Kubecost provides real-time cost monitoring and optimization for Kubernetes workloads, now expanding into GPU cost management — directly overlapping with Sedai's Kubernetes and GPU Optimization modules and FinOps Foundation positioning.
- Vantage: Vantage is a cloud cost intelligence and FinOps platform with strong AWS, Azure, and GCP coverage plus Kubernetes cost allocation — a direct peer in the FinOps automation and cloud cost observability space where Sedai also competes.
- Densify: Densify provides analytics-driven cloud resource optimization and rightsizing recommendations across containers and VMs — comparable to Sedai's predictive analytics and optimization capability, with similar enterprise SRE targeting.
- Zesty: Zesty provides autonomous cloud cost optimization for AWS, GCP, Azure, and Kubernetes including commitment management and rightsizing — a comparable autonomous FinOps peer targeting similar enterprise customers.
Broad incumbents
- CloudHealth by VMware (Broadcom): CloudHealth is the largest incumbent cloud cost management platform, offering FinOps reporting and recommendations across multi-cloud — competes with Sedai's FinOps automation narrative but lacks the autonomous-execution differentiator.
- Apptio (Cloudability): Apptio's Cloudability is an enterprise FinOps platform for cloud cost allocation, budgeting, and optimization recommendations — a broader incumbent in the FinOps space where Sedai positions itself as the next-generation execution layer.
- Harness: Harness is a broader DevOps platform that includes cloud cost management (Continuous Efficiency) alongside CI/CD and feature flags — an adjacent incumbent competing for the same enterprise engineering buyer that Sedai targets with autonomous cloud optimization.
Emerging players
- ScaleOps: ScaleOps offers autonomous rightsizing for Kubernetes pods and nodes, competing directly with Sedai's Kubernetes Optimization on cost reduction outcomes for production workloads.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks7 records
Key highlights7 records
Customer concentration
Sedai social profiles
Digital presenceSedai compliance and trust
Trust signalCompliance2 records
Sedai financial estimates
Financial estimateRevenue estimate
Valuation estimate
Sedai leadership team
Management profileNumber of profiles
Profiles7 records
Sedai funding detail
Funding detailFunding overview
Funding rounds4 records
Investors5 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Sedai M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Sedai
What does Sedai do?
Sedai provides an autonomous cloud management platform that uses patented reinforcement learning to continuously reduce cloud costs, improve application performance, and prevent outages across multi-cloud environments. The platform operates in Datapilot, Copilot, and Autopilot modes and covers Kubernetes, containers, serverless, VMs, storage, GPU, and BigQuery workloads. Sedai has extended the platform with an AI Agent Optimization SDK that adds governance, observability, smart routing, and reliability for LLM-based agents across OpenAI, AWS Bedrock, Vertex AI, and Azure Foundry.
Is Sedai a public or private company?
Sedai is a private company. It is classified as venture growth investor backed and is currently operating.
When was Sedai founded?
Sedai was founded in 2020. It employs 101 to 250 people.
Where is Sedai based?
Sedai is headquartered in Pleasanton, United States, in the North America region.
How does Sedai make money?
Four revenue lines are on record. Enterprise SaaS Subscription is the primary driver. The others are cloud Spend-Based / Usage-Aligned Pricing, AI Agent Optimization Add-On / New Product Line and channel / Partner Resale.
Who are Sedai's main competitors?
Direct peers on record are Spot by NetApp, CAST.ai, Kubecost, Vantage, Densify and Zesty. Broad incumbents are CloudHealth by VMware (Broadcom), Apptio (Cloudability) and Harness. ScaleOps is listed as an emerging player.
Does Sedai have an API?
Yes. Sedai offers an API for managed service providers (MSPs) to add autonomous cloud optimization to their managed services, available white-labeled or customer-visible. The platform also offers the Sedai AI Agent Optimization SDK, a middleware Python SDK that provides unified governance, observability, smart routing, and reliability across LLM calls. Documentation is hosted at docs.sedai.io. Developer documentation is at docs.sedai.io/get-started.
What industry is Sedai in?
Sedai's product category is Autonomous Cloud Infrastructure Management. Its primary akta.pro industry code is HDABAJAF, Cloud-Native/Kubernetes Observability, with a secondary code of HDABAHAC, Cloud Infrastructure Entitlement Management (CIEM). Its NAICS code is 54151 and its SIC code is 7373.