Sierra Ventures is a Bay Area-based early-stage venture firm investing globally with a focus on Next Generation Enterprise and Emerging Technologies. With over three decades of experience and over $2 billion of assets under management, Sierra has created a vast network of successful entrepreneurs, Global 1000 CXOs, operational executives, and deep domain experts, providing a platform for entrepreneurs around the world. Sierra Ventures primarily invests in Seed and Series A rounds, with a preference to lead investment rounds and reserve capital for follow on rounds. Investment sectors include artificial intelligence/machine learning, big data, cloud, fintech, health tech, IoT/infrastructure, marketplaces, SaaS & enterprise apps, security, and emerging technologies such as 5G, devices, blockchain, robotics, and virtual reality / augmented reality. Sierra Ventures typically makes initial investments between $500,000 and $7 million on average and invests between $500,000 and $15 million over the life of an investment. The firm has invested in leading companies such as Intuit, Invensense, Greenplum, MakeMyTrip, OnLink, Teradata, StrataCom, Sourcefire, Treasure Data, and more. Sierra Ventures was founded in 1982 and is based in San Mateo, California.

Sierra Ventures

Uncorrelated Ventures invests in early-stage infrastructure software companies. The firm was founded in 2019 by Salil Deshpande and is headquartered in San Francisco, California, United States.

Uncorrelated Ventures

Norwest is a venture capital and growth equity investment firm that specializes in venture and growth equity companies. Since its inception, it has invested in more than 600 companies and partnered with over 140 active companies across our venture and growth equity portfolio. The firm invests in early to late-stage companies across a wide range of sectors with a focus on consumer, enterprise, and healthcare. It offers a deep network of connections, operating experience, and a wide range of impactful services to help CEOs and founders scale their businesses.

Norwest Venture Partners

Sedai

Sedai delivers AI-powered cloud cost optimization and performance tuning, empowering DevOps and SRE teams to maximize cloud savings, improve customer experience, and seamlessly scale. With Sedai, companies can achieve real-time, continuous optimization adaptable to ongoing changes and growth with minimal human intervention. Sedai enables cloud teams to easily scale and maximize ROI by augmenting operations with autonomous cloud management capabilities.

Sedai is an autonomous cloud platform that delivers performance, cloud cost, and availability optimization for cloud applications and infrastructure at scale.

Building future-ready applications in the cloud

Cloud-native Tech

Sedai is an autonomous cloud-based platform that provides continuous optimization solutions for cloud applications and infrastructure at scale.

Platforms to make the most of cloud infrastructure

Cloud Optimization Tools

Sedai works to reinvent cloud management with autonomous approach

Sedai is an autonomous cloud platform that delivers performance, cloud cost, and availability optimization for cloud applications and infrastructure at scale. The Sedai platform’s capabilities include autonomous optimization, autonomous remediation, release intelligence, and smart SLOs (service level objectives). Sedai allows customers to autonomously manage deployments across multiple clouds and software, including Amazon Web Services (AWS) and Kubernetes. Sedai offers its platform as a subscription-based service. Key customers and partnerships Sedai’s customers operate in industries such as ecommerce, cybersecurity, online travel, and B2B SaaS. These customers include Belcorp, Canopy, and Fabric. Sedai is a software partner of AWS, allowing its customers to autonomously manage ECS (Elastic Container Service), EKS (Elastic Kubernetes Service), and AWS Lambda. Sedai has integrations with several tools and platforms, including container management with Azure EKS, cloud platforms like Google Cloud Platform (GCP), Monitoring and APM (Application Performance Monitoring) software like Prometheus, notification providers such as Slack, Information Technology Services Management Systems (ITSM) platforms like Jira, and runbook automation such as StackStorm. Funding and financials Sedai raised USD 15 million in a Series A funding round in March 2022 led by Norwest Venture Partners.

SingleStore is a company that provides a distributed SQL database platform for real-time analytics and operational applications.SingleStore’s platform combines the scalability of NoSQL with the querying capabilities of SQL. It enables organizations to ingest, process, and analyze large volumes of data in real-time, making it ideal for applications that require fast and accurate data processing. SingleStore solves the problem of handling massive amounts of data and delivering real-time insights for use cases such as real-time analytics, operational analytics, and high-velocity transactional applications.SingleStore's competitive advantage is its ability to handle analytical and transactional workloads in a single platform. It allows businesses to consolidate their data infrastructure, simplifying management and reducing operational costs.SingleStore operates with a sales model that includes direct sales and partnerships with technology and solution providers. It offers different pricing and licensing options tailored to the needs of its customers, including subscription-based models.Key customers and partnershipsSingleStore serves some of the largest tech and non-tech enterprises across various industries, including Comcast, Cisco, Akamai Technologies, Fiverr, Goldman Sachs, Sony, Siemens, Hulu.SingleStore partners with all major cloud providers (AWS, Azure, Google Cloud, IBM Cloud) and has technology partnerships with Dell, Red Hat, Intel, HP Enterprise, and Looker.Funding and financialsAs of June 2023, SingleStore’s latest fundraising was in October 2022 from a USD 30 million Series F round led by Goldman Sachs Asset Management and Prosperity7 Ventures. The funds were slated to fuel SingleStore’s growth and various strategic initiatives.

SingleStore

Platform9 is an open-distributed cloud company that offers solutions for managing hybrid clouds, Kubernetes, and more. Platform9 offers several products and solutions, including Managed Kubernetes, Managed OpenStack, and Managed Bare Metal.Managed Kubernetes allows businesses to deploy and manage Kubernetes clusters across any infrastructure, while Managed OpenStack offers a simplified way to deploy and manage private clouds. Managed Bare Metal enables businesses to run Kubernetes, OpenStack, and other workloads on dedicated hardware with bare-metal performance.Platform9 claims to deliver a seamless Kubernetes experience across any infrastructure. Platform9's SaaS-managed Kubernetes solution offers a single view to manage Kubernetes clusters running on any cloud or on-premises infrastructure, including bare metal servers, vSphere, and public clouds such as AWS, Google Cloud Platform, and Azure, providing customers with a unified Kubernetes experience. In addition, Platform9 offers automated security patching, on-demand upgrades, self-healing clusters, multi-version support, and audit logging.Platform9 has a subscription-based sales model. It offers its services on a pay-as-you-go basis, with pricing based on the number of managed nodes or instances, with optional add-ons for additional features and support.Key customers and partnershipsPlatform9 targets enterprise customers who run and manage Kubernetes and cloud-native technologies on distributed cloud services, whether on-premises or in the public cloud. Its customers typically include large organizations with complex IT environments, such as financial services, healthcare, technology, and retail companies.As of mid-2022, Platform9 catered to more than 60 enterprise clients and powered 40,000 nodes across private, public, and edge clouds.Platform9 has partnerships with various cloud providers, including Amazon Web Services, Microsoft Azure, and Google Cloud. Additionally, in <a href="https://sp-edge.com/updates/32723">August 2024</a>, Platform9 partnered with Fairwinds, a managed Kubernetes-as-a-Service provider, to tackle issues related to Kubernetes over-provisioning and cost management costs in public cloud deployments.

Platform9

Mirantis is a technology company that provides cloud-native software and services to help businesses modernize their IT infrastructure.Mirantis specializes in open-source software, focusing on Kubernetes, OpenStack, and related technologies. Its core offering is the Mirantis Cloud Native Platform, a managed Kubernetes service that provides a complete set of tools for deploying and managing containerized applications. The platform helps organizations adopt and scale Kubernetes quickly and easily, with features like automated provisioning, integrated monitoring, and self-service access to resources. Mirantis also offers professional services including consulting, training, and support for Kubernetes, OpenStack, and related technologies.Mirantis sells its products and services through a subscription-based model. Customers can choose from various annual subscription plans, depending on their needs.Key customers and partnershipsMirantis focuses on enterprise customers who deploy and manage large-scale private clouds. Some of its high-profile customers include Volkswagen Group, Société Générale, S&amp;P Global, Paypal, Volkswagen, and GSK.Mirantis also has technology partnerships with several companies, including Arm, Cisco, Entrust, and Fujitsu, and hardware vendors like Dell EMC, Intel, and Supermicro.

Mirantis

Rafay Systems is a cloud-native platform that automates deployment, life cycle management, and scaling of containerized applications across all cloud infrastructure.Rafay's platform provides enterprises with the tools to deploy and manage containerized applications, microservices, and serverless functions in a scalable and efficient way. The platform provides features including multi-cluster management, automated workload scaling, automated application recovery, and granular application-level access controls. Rafay also provides a Kubernetes-native API gateway that simplifies managing and securing microservices, and includes capabilities to include support for graphics processing unit-based workloads.Additionally, Rafay Systems <a href="https://sp-edge.com/updates/29580">offers an AI suite</a> to simplify AI application development and deployment. This suite includes pre-configured LLMOps Playgrounds, a turnkey MLOps pipeline, central management of LLM providers and prompts, and AI data source integrations and governance. It also offers a cost optimization suite to help IT professionals manage Kubernetes expenses with dynamic cluster scaling, auto-rightsizing, policy application, and simplified infrastructure.Rafay has a subscription-based sales model and offers its platform as a service. The pricing is based on the number of clusters, nodes per cluster, and the amount of data transferred.Key customers and partnershipsRafay’s target customer segments are enterprises, service providers, and software vendors. Some of its notable clients include Verizon, Equinix, Samsung, Moneygram, and the US Air Force.In 2022, Rafay launched its Technical Alliance Program (TAP), which brings together technology and solutions providers to develop joint solutions to simplify and streamline Kubernetes management and operations. Partners of the program include GitLab Inc., F5 NGINX, MinIO, New Relic, and Sysdig. Meanwhile, Rafay’s public cloud and managed Kubernetes partners include Amazon Web Services (AWS), Microsoft Azure, Google Cloud Platform (GCP), and Oracle.

Rafay Systems

Docker, Inc. is a technology company developing productivity tools centered around Docker, a software container platform that automates the deployment of code inside containers.Docker, Inc's major commercial products include Docker Hub, a central repository for containers, and Docker Desktop, a GUI application that enables Windows and Mac users to manage containers.Docker's ease of use, portability, resource efficiency, scalability, and strong ecosystem has made it a popular solution for deploying and managing applications in various environments.Docker has a subscription-based sales model. Docker also collaborates with various channel partners, including technology resellers, system integrators, and value-added distributors to expand its reach.Moreover, Docker has made several strategic acquisitions to enhance its capabilities: AtomicJar (2023), Nestybox (2022), SocketPlane (2015), and Tutum (2015), among others.Key customers and partnershipsAs of December 2022, the platform was used by more than 18 million developers. As of March 2022, the company served more than 56,000 commercial customers, including Adobe, Netflix, PayPal, Verizon, and Target.In <a href="https://sp-edge.com/updates/27771">March 2024</a>, Docker expanded its partnership with Red Hat to integrate Testcontainers Cloud into the Red Hat OpenShift platform. This partnership aimed to streamline the process of building cloud-native applications and facilitate real-world testing using Docker containers.Docker’s annual recurring revenue (ARR) was more than USD 50 million in 2021.

Docker

Vendors offering cloud-native infrastructure or provisioning, which is the first layer in the cloud-native landscape. It encompasses tools to create and harden the foundation of cloud-native apps.

Vendors offering execution environment (runtime) solutions. This encompasses everything a container needs to run in a cloud-native environment, including the code used to start a container.

Vendors offering solutions for application definition and development. This layer focuses on the tools that enable engineers to build cloud-native applications

Vendors offering orchestration and management solutions including tools to handle running and connecting cloud-native applications.

Vendors offering observability, including tools to understand a cloud system from its external outputs, measured by CPU time, memory, disk space, latency, errors, etc.

Vendors that bundle different tools from different layers together into a platform, solving a larger problem. These can include an orchestration tool, a container runtime, service discovery, networking, an API gateway, etc.

Provide tools to design and build applications for deployment and operation in cloud environments

Disruptors are using Generative AI for AI-based assistants and help-bots, while others provide the technology for developing and deploying Gen AI applications and models.

Sedai is an autonomous cloud-based platform that provides continuous optimization solutions for cloud applications and infrastructure at scale.Sedai’s platform leverages AI to analyze workloads and apply horizontal and vertical scaling of containers at the pod/task level to deploy the lowest cost configurations. Further, Sedai’s machine-learning capabilities detect patterns and evaluate infrastructure to provide container rightsizing and predictive autoscaling to optimize cloud spend, remediate peak usage issues, improve customer experience, and reduce failed customer interactions.Sedai operates a subscription-based sales model.Key customers and partnershipsSedai serves customers in various industries, including ecommerce, cybersecurity, online travel, and B2B SaaS such as KnowBe4, PaloAlto Networks, Belcorp, Campspot, and Canopy.Sedai has a software partnership with AWS, allowing AWS customers to utilize the Sedai platform for optimizing AWS Lambda, EKS, and ECS deployments. It also provides integrations with Microsoft Azure, Google Cloud Platform, and Kubernetes.

Harness is a cloud-based end-to-end software delivery platform that provides cloud cost management (CCM), among other modules.Harness CCM offers a holistic set of features to facilitate cost optimization of the development pipeline. It provides a single customizable dashboard to unify data and insights across multiple departments and cloud vendors. Further, it delivers automated anomaly detection and resource allocation to optimize continuous delivery (CD) workflows and allows for seamless integration with existing monitoring tools for an overview of cloud spend.In <a href="http://v">January 2024</a>, Harness acquired Armory, a continuous delivery platform company, for USD 7 million, with plans to integrate some of Armory’s technology into its products. Furthermore, in <a href="https://sp-edge.com/updates/29964">May 2024</a>, it acquired Split Software, a company specializing in feature management and experimentation, for an undisclosed sum. Harness aimed to integrate Split's feature management and experimentation capabilities into its software delivery platform to offer a comprehensively integrated solution that allows software teams to build, deploy, test, and refine software features efficiently and effectively.Harness operates a consumption-based sales model with pricing based on the annual cloud spend.Key customers and partnershipsHarness CCM’s clientele ranges from individuals to large-scale enterprises across various industries, including healthcare, IT, finance, service, and SaaS. Notable customers include Synopsys, Relativity, Discover Dollar, and Carvana.Harness collaborates with many industry leaders to ensure wide service provision and integrations with various tools and platforms. Some of its key technology partners are HashiCorp, Benchmark, and Insight.

Harness

Cloudchipr is a company specializing in cloud cost optimization and automation solutions.CloudChippr helps businesses reduce cloud expenses by identifying inefficiencies and recommending cost-saving measures. It provides real-time insights into cloud usage, automates cost allocation, and offers actionable recommendations for optimizing resources. Additionally, CloudChippr simplifies cloud management by integrating with popular cloud platforms, enabling organizations to maximize their cloud investments and minimize waste while ensuring optimal performance across cloud environments.Cloudchipr adopts a subscription-based approach.Key customers and partnershipsCloudchipr’s customer base includes DISQO, ServiceTitan, Activeloop, AimHub, Podcastle, and SuperAnnotate.Cloudchipr Cloud provides native integrations with AWS, Azure, and Google Cloud.

Cloudchipr

Vega Cloud is a technology company offering a cloud cost optimization and management platform.The Vega Cloud Platform provides visibility and organization of cloud infrastructure with a unified view across major cloud providers. Vega Cloud platform provides near real-time data to influence spending and make intelligent trade-off decisions between cost, quality, and speed. The platform's proprietary unit economics and outcomes-oriented approach to cloud infrastructure optimization uses data context and automation to help businesses make decisions efficiently.Vega Cloud employs a subscription-based pricing model.Key customers and partnershipsVega Cloud provides native integrations with AWS, Azure, and Google Cloud.The company’s clientele includes entertainment companies like CBS, Paramount, MTV, VH1 and others such as ITRON, Cal Poly, and ClearData.

Vega Cloud

StackZone offers a suite of technology solutions for optimizing and enhancing various aspects of AWS cloud operations.StackZone's range of products and features encompasses AWS management tools, infrastructure optimization solutions, security services, application performance management, cost optimization solutions, analytics and reporting, automation, and support/consulting services. These offerings cater to various IT aspects, including resource management, performance enhancement, cost reduction, security, and operational efficiency.StackZone employs a direct sales model.Key customers and partnershipsStackZone’s customer base includes enterprises in various industries. Among its customers are The Weir Group, Sigma Móvil, Vitaccess, Triario, and Keroppa.

StackZone

mist.io provides an open-source multi-cloud management platform aimed at optimizing costs and streamlining operations.mist.io’s unified dashboard and APIs provide real-time visibility into hybrid cloud environments to track, understand, and govern cloud spend and resource utilization. The platform also provides orchestration automation for repeatable deployments and the ability to create custom policies to control infrastructure access. Moreover, the platform eliminates the need for migration by allowing users to control legacy bare-metal servers from the same interface used for cloud infrastructure.The platform operates a pay-as-you-go and subscription-based sales model.Key customers and partnershipsmist.io is utilized globally in several industries. Some notable customers are SevOne, the European Parliament, the National Bank of Greece, the University of Colorado Boulder, and Windstream Enterprise.mist.io offers integrations with over 15 service providers and technologies. Some key technology integrators are AWS, Microsoft Azure, Google Cloud Platform, IBM Cloud, Alibaba Cloud, and VMware.

Mist.io

Tools that improve performance per spend by offering visibility and insights as well as leveraging pricing models such as reserved and spot instances. These also provide financial guardrails to enforce budgetary limits and other cost-saving opportunity recommendations

Tools designed to streamline and simplify various tasks and processes related to cloud computing. These help organizations manage and optimize their cloud infrastructure, improve operational efficiency, and reduce manual intervention

Tools that provide comprehensive features and functionalities to safeguard cloud resources and maintain adherence to industry-specific regulations for data protection and overall security

All companies in this hub provide optimization services for cloud-based platforms

Provides support for governance & regulatory compliance and transparency & insights regarding cloud spend

A few companies use AI/ML algorithms for workload optimization and deployment automation

Sedai

About EDGE

Contact Us

Resources

Area of focus

Technology Research Made Effortless