Matrix is an early-stage venture capital firm, investing from idea through Series A. As a close-knit team of former founders and company builders, Matrix has partnered with companies from Apple and FedEx to Oculus and Canva.  Other Matrix investments include Fivetran, Suno, Side, Afterpay, CTRL-Labs, Oculus, Zendesk, Hubspot, Apollo GraphQL, Flock Safety, GOAT, Postmates, Acacia Communications, and Sila.

Matrix

Underscore VC is an early-stage, Boston-based venture capital firm backing bold entrepreneurs with an aligned community designed to fit each startup's unique needs.

Underscore VC

G20 Ventures provides early traction capital for East Coast enterprise tech startups, backed by the power and expertise of 20 of the Northeast's most accomplished entrepreneurs.  We look for great teams in love with big problems. Our focus is generally on early-stage, East Coast, and enterprise software, especially virtual infrastructure and cloud-based solutions. We prefer technology risk to market risk, and won't generally invest in 100% consumer-facing businesses.  We get that great teams are built over time, but typically look for a core team (at least 2 people) that includes a technologist with experience building solutions similar to the one being proposed, and a business person who really understands the buyer and how to reach them. We like to see a product in market, and some early customer validation.   Our sweet spot investment is $2-5 million in Series A. We reserve capital for every earlier stage deal we do, meaning we want to be with you all the way.

G20 Ventures

Threshold is an early-stage venture capital firm that focuses on a high-conviction investment strategy. The firm partners with entrepreneurs to build innovative consumer, enterprise, and healthcare technology companies.

Threshold

Innovius Capital is an investment firm that provides consulting and financial services.

Innovius Capital

CloudZero

CloudZero empowers engineers to build cost-efficient software without slowing down innovation. CloudZero's platform automates the collection, allocation, and analysis of cloud cost data to uncover savings opportunities and improve unit economics. Our unique approach ensures organizations have the most complete, accurate, and granular source of truth for their cloud costs. CloudZero is used by industry leaders worldwide, such as Demandbase, New Relic, Nubank, Rapid7, and Skyscanner.

CloudZero is a technology company that specializes in providing cost intelligence solutions for optimizing cloud spending.

Building future-ready applications in the cloud

Cloud-native Tech

CloudZero is a cloud-based platform that provides cloud cost intelligence and optimization for FinOps, finance, and engineering teams.

Platforms to make the most of cloud infrastructure

Cloud Optimization Tools

CloudZero Launches AI System, Charting New Future For Cloud Cost Optimization

MongoDB

To provide customers with an in-platform MongoDB Atlas integration that allows them to ingest cost and usage data without additional infrastructure, enabling better visibility and optimization of MongoDB Atlas spending.

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

CloudZero is a technology company that specializes in providing cost intelligence solutions for optimizing cloud spending. The CloudZero platform integrates data from cloud providers (AWS, Google Cloud Platform, Microsoft Azure) and software platforms (New Relic, Databricks, Snowflake, MongoDB) to provide a holistic overview of an organization’s cloud spend in a unified common data format. Its data model provides granular-level information with imperfect tagging for cloud spend allocation, business metric mapping, cost predictability, waste elimination, and guardrail development. CloudZero transforms its customers' costs into Dimensions, such as products, customers, and features, thereby simplifying organization processes and increasing flexibility and accuracy. CloudZero operates with a direct sales model. Key customers and partnerships CloudZero’s customer base largely consists of technology companies, including Malwarebytes, Drift, SeatGeek, and Remitly. Funding and financials CloudZero raised USD 32 million in a Series B funding round in June 2023 led by Innovius Capital and Threshold. The funds were earmarked to bolster the expansion of CloudZero’s platform and expedite its go-to-market efforts, aimed at enhancing savings insights and self-service analytics.

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.

CloudZero is a cloud-based platform that provides cloud cost intelligence and optimization for FinOps, finance, and engineering teams.The CloudZero platform integrates data from cloud providers (AWS, Google Cloud Platform, Microsoft Azure) and software platforms (New Relic, Databricks, Snowflake, MongoDB) to provide a comprehensive overview of an organization’s cloud spend in a unified common data format. Its data model provides granular-level information with imperfect tagging for cloud spend allocation, business metric mapping, cost predictability, waste elimination, and guardrail development.CloudZero operates a direct sales model.Key customers and partnershipsCloudZero’s client portfolio is made up of cloud-native technology companies. Some notable customers are Drift, Skyscanner, Remitly, SmartBeart, and SeatGeek.

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 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

ANALYST_QUICK_TAKE

PROMINENT_CATEGORY

<div>
 
 CloudZero, a provider of cloud cost management solutions, has initiated a new AI system called CloudZero Intelligence which powers CloudZero Advisor. This tool is designed to predict and optimize costs related to cloud infrastructure.
 CloudZero Intelligence is aimed at software developers and DevOps engineers, providing a solution to optimization issues. It does this by pinpointing the optimum cloud resources, forecasting infrastructure expenses prior to deployment, and offering users a way to measure their cloud expenditure against that of industry peers.&nbsp;
 The system has the capability to examine and analyze both Terraform and CloudFormation templates. It offers benchmarking data and is also able to answer specific queries on the optimization of cloud resources and provide cost comparisons.
 
</div> Analyst QuickTake: 
 Similar solutions to CloudZero Intelligence are provided by <a href="https: 
//sp-edge.com/companies/530924"> Harness </a> , which helps teams analyze cloud expenses and optimize resources, and <a href="https: 
//sp-edge.com/companies/849470"> Cast AI </a> , which specializes in Kubernetes cost optimization. The use of AI in these platforms enables more accurate predictions, automated resource optimization, and real-time adjustments based on usage patterns.

CloudZero

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