Eligible Companies for Exchange

Selected for their outstanding performance and ability to support Collective's investment methodology, the companies below are eligible for exchange into one of Collective's funds. Learn more about Collective's different funds

Many of the most successful VCs are invested in our Eligible Companies Learn more

Achronix Data Acceleration

Cloud Infrastructure and AI Hardware
Achronix Data Acceleration stock
Founded: 2004Funding to Date: $149M

Achronix Data Acceleration is the creator of cutting-edge, fabless semiconductor arrays designed to deliver top-notch FPGA products and services. Their extensive range includes programmable FPGA fabrics, separate high-performance and high-density FPGAs with system-level blocks hardwired, as well as data center and HPC hardware accelerator boards. These offerings allow their clients to benefit from unrivaled bandwidth and latency performance services while minimizing overall production costs.

Adept

Cloud Infrastructure and AI Hardware
Adept stock
Founded: 2022Funding to Date: $266M

Adept is a developer of a unique machine learning model that is designed to revolutionize user-computer interactions. The company is a specialist in machine learning research and has a focus on building AI systems where humans maintain control, with machines providing support. Adept's AI offers the ability to automate any process, providing clients with more time to focus on the work that they are passionate about.

Notable investors include:
Greylock Partners logo

Alif Semiconductor

Cloud Infrastructure and AI Hardware
Alif Semiconductor stock
Founded: 2019Funding to Date: $187M

Alif Semiconductor, a developer of semiconductors, provides secure, high-performance, low-power edge processing tools designed to enhance the operations of businesses. The company's semiconductors leverage a roster of licensees and early partners for ARM's cortex-M55 and the ethos-U55 neural processing unit cores, significantly boosting the performance of microcontrollers. This makes Alif Semiconductor's products ideal for Internet of Things applications, enabling businesses to optimize their edge and embedded equipment.

Notable investors include:
Kleiner Perkins logo

Ambiq

Cloud Infrastructure and AI Hardware
Ambiq stock
Founded: 2010Funding to Date: $381M

Ambiq, a manufacturer of electronic chips, creates products specifically for the gaming, wearables, and IoT sectors that significantly decrease circuit power usage. The company's chips incorporate ultra-low power technology that minimizes or eradicates the necessity for batteries, lowers overall system power, and enhances industrial design adaptability. This allows Ambiq's clients to enhance their quality of life by minimizing their carbon footprints.

Notable investors include:
Kleiner Perkins logo

Amelia Holdings

Cloud Infrastructure and AI Hardware
Amelia Holdings stock
Founded: 2006Funding to Date: $155M

Amelia Holdings is presently functioning under stealth mode.

Amperity

Cloud Infrastructure and AI Hardware
Amperity stock
Founded: 2016Funding to Date: $218M

Amperity has developed a customer data management platform designed to boost customer-oriented initiatives using actionable data. The platform ingests raw data from various systems across organizations, including e-commerce, email, and loyalty programs, standardizes it to provide a comprehensive and up-to-date customer view, and enhances the gathered information with custom attributes such as lifetime value. This empowers companies to connect with, identify, and understand their customers, enhance marketing performance, expedite precise customer insights, and facilitate customer experiences.

Anthropic

Cloud Infrastructure and AI Hardware
Anthropic stock
Founded: 2017Funding to Date: $7.1B

Anthropic is an artificial intelligence safety and research company dedicated to creating dependable, understandable, and controllable large-scale systems. The company focuses on enhancing AI system safety and model reliability by developing techniques and tools for improved interpretability. This enables clients to trust and explore the potential risks and opportunities associated with artificial intelligence.

Notable investors include:
Bessemer Venture Partners logo
Lightspeed Venture Partners logo

Ayar Labs

Cloud Infrastructure and AI Hardware
Ayar Labs stock
Founded: 2015Funding to Date: $566M

Ayar Labs develops optical interconnects technology aimed at optimizing AI infrastructure and accelerating data transfer within AI systems. The company's solutions tackle compute and bandwidth challenges arising from the increased complexity and larger parameter count of large language models, both for large-scale training and inference. Ayar Labs' system empowers industries such as healthcare, finance, and transportation to enhance computing efficiency and AI workload performance, all while cutting costs, latency, and power consumption.

Notable investors include:
Founders Fund logo

Blaize

Cloud Infrastructure and AI Hardware
Blaize  stock
Founded: 2010Funding to Date: $397M

Blaize Holdings Inc is a company that specializes in offering a customizable suite of processor architectures and AI-enabled edge computing solutions. They are a semiconductor and software technology enterprise devoted to transforming the world of artificial intelligence.

Cloudera

Cloud Infrastructure and AI Hardware
Cloudera stock
Founded: 2006Funding to Date: $671M

Cloudera offers a data management and analytics platform designed to convert complex data into straightforward and actionable insights. The platform provides subscription-based and public cloud services, along with professional services to assist clients in implementing and utilizing software subscriptions. It also offers machine learning expertise, consultation, training, and education. Cloudera supports organizations with an open, scalable architecture focused on efficiency and security.

Clumio

Cloud Infrastructure and AI Hardware
Clumio stock
Founded: 2017Funding to Date: $263M

Clumio has developed a corporate backup platform aimed at streamlining data protection in the public cloud. The platform allows for the unification of an enterprise data center's protection and remote sites, eliminating the need for any hardware or software sizing, configuration, or management. This aids businesses in steering clear of the intricacies and expenses associated with operating third-party backup software in the cloud.

CoreWeave

Cloud Infrastructure and AI Hardware
CoreWeave stock
Founded: 2017Funding to Date: $1.58B

CoreWeave develops a cloud infrastructure platform tailored to deliver computing resources for AI, machine learning, and various other projects. Their platform features a specialized cloud system that enhances workflow speed and aligns with complex model requirements. This enables clients to efficiently scale and adapt to changing computing needs.

Notable investors include:
Accel logo

Dataiku

Cloud Infrastructure and AI Hardware
Dataiku stock
Founded: 2013Funding to Date: $432M

Dataiku has developed a centralized data platform that assists businesses in their data journey, from large-scale analytics to enterprise AI. The platform provided by Dataiku features predictive modeling and machine learning capabilities, allowing users to construct custom models. This supports agility in companies' data endeavors through cooperative, flexible, and accountable artificial intelligence. Thus, Dataiku enables enterprises to forge their route to artificial intelligence in a manner that prioritizes humans.

Notable investors include:
Insight Partners logo

DataRobot

Cloud Infrastructure and AI Hardware
DataRobot stock
Founded: 2012Funding to Date: $1.04B

DataRobot has developed an enterprise artificial intelligence platform that aims to speed up data science by automating the entire journey from data to value. This platform democratizes data science, enabling the construction, deployment, and management of machine learning models via automation. The platform is designed to maximize business value by delivering AI at scale. This allows clients to drive business outcomes by deploying trusted applications within their businesses.

Notable investors include:
New Enterprise Associates logo
Accel logo
Insight Partners logo

Dbt Labs

Cloud Infrastructure and AI Hardware
Dbt Labs stock
Founded: 2019Funding to Date: $390M

Dbt Labs develops analytics engineering tools intended to assist analysts in generating and distributing organizational knowledge. The company provides a transformation workflow tool that enables teams to swiftly and collaboratively execute analytics code while adhering to software engineering principles such as modularity, portability, and documentation. This tool also empowers analysts with data query language expertise to construct data transformation workflows utilizing data modeling. Consequently, Dbt Labs' solution facilitates the creation and dissemination of organizational knowledge through data modeling.

Notable investors include:
Andreessen Horowitz logo
Sequoia Capital logo

Density

Cloud Infrastructure and AI Hardware
Density stock
Founded: 2014Funding to Date: $230M

Density is a company that offers radar and depth-based sensors devised for measuring space usage without violating privacy. The sensors of the company can anonymously and accurately count people in real time, empowering organizations to make improved real estate decisions and providing their employees with an enhanced workspace experience.

Notable investors include:
Founders Fund logo
Kleiner Perkins logo

Eliyan

Cloud Infrastructure and AI Hardware
Eliyan stock
Founded: 2021Funding to Date: $102M

Eliyan specializes in developing chiplet interconnect technology systems aimed at enhancing AI performance. Their technology addresses the memory wall, significantly boosting AI capabilities by tackling the fundamental issues of scaling semiconductor performance, size, power, and cost. This innovation meets the demands of high-performance computing applications, ranging from desktops to data centers. Eliyan enables chip suppliers to construct super large System-in-Packages (SiPs) using standard packaging techniques.

Enfabrica

Cloud Infrastructure and AI Hardware
Enfabrica stock
Founded: 2019Funding to Date: $246M

Enfabrica develops converged networking and memory fabric silicon and software tailored for the performance and scalability requirements of artificial intelligence (AI) and accelerated computing workloads. The company's solutions are crafted to enhance system efficiencies, topologies, and performance across hyper-scale cloud, edge, enterprise, and automotive infrastructure, with a particular emphasis on AI and machine learning processing. By leveraging innovative technologies such as compute express link, Enfabrica enables businesses to optimize multiple graphics processing units and chips, addressing critical interconnect bottlenecks in computing workloads.

Groq

Cloud Infrastructure and AI Hardware
Groq stock
Founded: 2016Funding to Date: $1.05B

Groq has developed an artificial intelligence interface technology tailored to meet the industry's needs for speed, quality, and energy efficiency in computing. Their systems feature deterministic single-core streaming architectures, allowing for precise prediction of performance and compute time for any workload. This enables businesses to enhance workloads in artificial intelligence and quality-performance computing effectively.

H2O.ai

Cloud Infrastructure and AI Hardware
H2O.ai stock
Founded: 2012Funding to Date: $248M

H2O.ai is the creator of an open-source platform designed to democratize artificial intelligence by automating machine learning. Their platform supplies tools for machine learning and predictive analytics, facilitating the swift creation of AI models and applications either on-premise or in the cloud. This makes data scientists from various industries more productive and enhances the efficiency of model deployment.

Heap

Cloud Infrastructure and AI Hardware
Heap stock
Founded: 2013Funding to Date: $205M

Heap has developed software for tracking customer data that is intended to guide business decisions with accuracy. Their platform autonomously gathers and categorizes customer interaction data such as clicks, taps, gestures, form submissions, and page views, without requiring any additional coding. This enables businesses to deeply understand their users and allows product managers to enhance their offerings with optimal flexibility.

Helium

Cloud Infrastructure and AI Hardware
Helium stock
Founded: 2013Funding to Date: $251M

Helium has developed a decentralized machine networking technology aimed at revolutionizing wireless infrastructure construction. This technology facilitates a peer-to-peer wireless network, offering a secure and cost-effective method for data transmission. By adopting a decentralized model, Helium enables businesses to significantly reduce costs while rewarding subscribers.

Notable investors include:
Khosla Ventures logo
Andreessen Horowitz logo

Hive

Cloud Infrastructure and AI Hardware
Hive  stock
Founded: 2013Funding to Date: $121M

Hive offers a cloud-based artificial intelligence software designed to streamline the creation of custom business models. The company's software features data labeling, model deployment, automated image search, and authentication, while also protecting digital ownership. This enables clients to easily automate business processes such as receipt parsing, advertisement identification, and transcription, thereby reducing their overhead.

Notable investors include:
Founders Fund logo

HyperScience

Cloud Infrastructure and AI Hardware
HyperScience stock
Founded: 2014Funding to Date: $332M

HyperScience, a developer of AI-based enterprise software, is designed to eliminate tedious manual entry and automate office tasks. Utilizing machine learning, the company's software processes structured and semi-structured documents, automates data entry, extracts significant details from invoices, and reconciles data driven by compliance. This allows businesses to automatically simplify intricate processes and enhance productivity.

Notable investors include:
Bessemer Venture Partners logo

Imply

Cloud Infrastructure and AI Hardware
Imply stock
Founded: 2015Funding to Date: $215M

Imply is the creator of a comprehensive, multi-cloud data platform designed to facilitate data exploration and comprehension. The company's platform empowers decision-makers by bringing petabyte-scale streaming datasets for monitoring, alerting, and diagnostics. It also allows for rapid data visualization and exploration with sub-second query response times. This capability enables businesses to seamlessly incorporate real-time analytics into their operations.

Notable investors include:
Andreessen Horowitz logo
Bessemer Venture Partners logo
Khosla Ventures logo

Inflection

Cloud Infrastructure and AI Hardware
Inflection stock
Founded: 2022Funding to Date: $265M

Inflection has developed an artificial intelligence-based platform aimed at enhancing human-computer interaction. The company's platform tackles the issue of humans having to simplify their requests to computers and modify their language to be machine-comprehensible, thereby offering clients an improved experience in understanding machine language.

Notable investors include:
Greylock Partners logo
Dragoneer Investment Group logo

Innovium

Cloud Infrastructure and AI Hardware
Innovium stock
Founded: 2015Funding to Date: $389M

Innovium is a provider of sophisticated networking silicon technology, which is designed to offer innovative networking solutions for cloud and edge data centers. The company is renowned for creating and implementing advanced scalable Ethernet switch silicon for the upcoming generation of cloud and edge data centers. These deliver unparalleled telemetry, programmability, buffers, and low latency. As a result, Innovium enables its customers to benefit from a single, consistent, scalable switch architecture that provides both high performance and an extensive feature set.

Kepler Computing

Cloud Infrastructure and AI Hardware
Kepler Computing stock
Founded: 2018Funding to Date: $326M

Kepler Computing is a developer of a unique computing technology that leverages the strength of multiple nodes to enhance computational power. The company has designed an ultra-low voltage architecture for memory and computing logic that outperforms silicon, paving the way for more powerful and energy-efficient computers. This provides operators with the ideal power level for efficient computer usage.

Lightmatter

Cloud Infrastructure and AI Hardware
Lightmatter stock
Founded: 2017Funding to Date: $822M

Lightmatter is the developer of an AI-driven light-powered chip designed to facilitate significant advancements in human progress. The company leverages integrated optical technology to produce efficient processors that enhance crucial operations in neural networks. This is achieved through an array of programmable photonic elements fabricated alongside transistors in standard complementary metal-oxide-semiconductor (CMOS) processes. This approach provides technology companies with faster, more efficient computation methods, leading to enhanced performance and innovation across various fields.

Notable investors include:
Sequoia Capital logo

Mechanical Orchard

Cloud Infrastructure and AI Hardware
Mechanical Orchard stock
Founded: 2022Funding to Date: $82M

Mechanical Orchard specializes in crafting bespoke applications tailored for cloud operations as a service. By leveraging strong product development, software engineering, and DevOps methodologies, the company effectively addresses intricate challenges. This empowers businesses to operate applications that are secure, dependable, and scalable.

MenloMicro

Cloud Infrastructure and AI Hardware
MenloMicro stock
Founded: 2016Funding to Date: $229M

MenloMicro specializes in electromechanical switch technology aimed at fostering a more energy-efficient and sustainable future. The company's products are designed to endure high temperatures and stressful conditions, offering solutions in battery management, home automation, and medical instrumentation. This enables clients to benefit from rapid relaying switches that ensure efficient performance with enhanced power and minimal energy loss.

Meter

Cloud Infrastructure and AI Hardware
Meter stock
Founded: 2015Funding to Date: $85M

Meter operates a network infrastructure system aimed at streamlining internet connectivity. The company's service involves installing wires, routers, and wireless access points in offices, utilizing existing hardware. Their software analyzes logs based on devices, data, and applications, ensuring businesses have secure wireless network systems.

Notable investors include:
Sequoia Capital logo

MinIO

Cloud Infrastructure and AI Hardware
MinIO stock
Founded: 2014Funding to Date: $126M

MinIO is the creator of an open-source distributed object storage software intended to tackle the challenges of unstructured data expansion. Its platform empowers application developers to create their own cloud storage and store unstructured data such as images, videos, container files, log files, or any data objects. This allows developers and businesses to construct cloud-native applications that are easily portable across all major public and private clouds.

MIPS

Cloud Infrastructure and AI Hardware
MIPS stock
Founded: 1984Funding to Date: $203M

MIPS is the developer of a RISC processor, engineered to enhance high-end applications in automotive, computing, and communications sectors. The company's processor facilitates the creation and implementation of deep learning applications that are distinctively configurable. This enables semiconductor companies to meet specific performance and power requirements and differentiate their products.

Mixpanel

Cloud Infrastructure and AI Hardware
Mixpanel stock
Founded: 2009Funding to Date: $286M

Mixpanel has developed an API-based analytics platform intended to provide a comprehensive understanding of every user's journey on mobile and web. Mixpanel's platform delivers analytic services that help comprehend user interactions with web applications. This empowers businesses to access intricate behavioral analysis.

Notable investors include:
Andreessen Horowitz logo

Moveworks

Cloud Infrastructure and AI Hardware
Moveworks stock
Founded: 2016Funding to Date: $302M

Moveworks has developed a generative artificial intelligence platform aimed at enhancing employee productivity. The platform presents information and automates tasks using natural language, a conversational interface that is compatible with all systems. It adapts to the unique language of each organization to tackle a variety of use cases, allowing businesses to implement conversational automation across all their operations.

Notable investors include:
Kleiner Perkins logo
Lightspeed Venture Partners logo

MuleSoft

Cloud Infrastructure and AI Hardware
MuleSoft stock
Founded: 2006Funding to Date: $259M

MuleSoft is the developer of a cloud-based platform that integrates applications, data, and devices across organizations. The company's platform provides an integration software suite that allows any application, data source, or device to connect through APIs, irrespective of whether they are in the cloud or on-premises. This is achieved using open-source technology. Hence, businesses can transform their SOA infrastructure from outdated systems, proprietary platforms, and personalized integration code. This, in turn, creates business agility and gives them a competitive edge.

Mux

Cloud Infrastructure and AI Hardware
Mux stock
Founded: 2015Funding to Date: $175M

Mux is a company that has developed a video platform designed to assist developers in easily integrating video into their products. The platform is API-first and offers online video publishers valuable data and insights to address typical problems like rebuffering, errors, low-quality videos, slow load times, and disrupted ad experiences. This enables developers and publishers to provide high-quality video experiences to their users without the need to employ a dedicated team of embedded video experts.

Notable investors include:
Dragoneer Investment Group logo
Accel logo
Andreessen Horowitz logo

Phononic

Cloud Infrastructure and AI Hardware
Phononic stock
Founded: 2008Funding to Date: $336M

Phononic develops thermoelectric chips that provide a sustainable alternative to traditional refrigeration and compressor technology. Utilizing bismuth telluride, these chips offer precise temperature control without the use of toxic refrigerants. This innovation supports sectors like optoelectronics, healthcare, and food and beverage by maintaining temperature stability for their operations while reducing energy consumption. Phononic's technology delivers efficient cooling and heating solutions tailored to the needs of these industries.

Placer.ai

Cloud Infrastructure and AI Hardware
Placer.ai stock
Founded: 2016Funding to Date: $322M

Placer.ai has developed a location analytics platform that offers real-time insights into consumer behavior and foot traffic patterns. This platform analyzes anonymized location data from a variety of sources, enabling businesses to gather, examine, and conduct competitor analysis on the collected data. Placer.ai's platform also allows businesses to create dashboards to visualize trends and insights from the data, facilitating informed decision-making regarding site selection, marketing strategies, and store performance optimization.

PsiQuantum

Cloud Infrastructure and AI Hardware
PsiQuantum stock
Founded: 2015Funding to Date: $667M

PsiQuantum, a quantum computing company, aims to develop and deploy operational quantum computers. Their focus is on constructing large-scale, fault-tolerant systems that integrate with existing infrastructure. This approach allows researchers and industries to address complex challenges and foster advancements across various fields through improved computational power.

Notable investors include:
Founders Fund logo
Redpoint Ventures logo

Rescale

Cloud Infrastructure and AI Hardware
Rescale stock
Founded: 2011Funding to Date: $251M

Rescale offers a cloud-based infrastructure platform designed to enhance scientific and engineering simulations. Their platform delivers limitless scalability, customization tools, and the flexibility to optimize specific workloads, reducing turnaround times. This empowers businesses to convert information technology into cohesive, agile environments while enhancing overall outcomes.

Notable investors include:
Andreessen Horowitz logo

SambaNova Systems

Cloud Infrastructure and AI Hardware
SambaNova Systems stock
Founded: 2017Funding to Date: $1.09B

SambaNova Systems develops a technology systems platform and hardware tailored to enhance machine learning and data analytics. The company's platform emphasizes a flexible, scalable system architecture optimized for data flow, empowering manufacturers with AI-driven hardware to produce faster and more efficient algorithms.

Scale AI

Cloud Infrastructure and AI Hardware
Scale AI stock
Founded: 2016Funding to Date: $1.5B

Scale AI is a developer of a data-centric platform designed to deliver training and validation data for AI applications. The platform provides an end-to-end service that oversees the full machine learning lifecycle, leveraging technology to create intricate datasets. This assists AI companies to accomplish their breakthroughs and enables any organization to utilize and assess AI. Thus, Scale AI's platform aids clients in speeding up the development of artificial intelligence applications through reliable data.

Notable investors include:
Founders Fund logo
Accel logo
Dragoneer Investment Group logo

Sigma

Cloud Infrastructure and AI Hardware
Sigma stock
Founded: 2014Funding to Date: $572M

Sigma, a developer of cloud data warehouse analytics software, is designed to scrutinize complex databases. The company's software allows employees who are not part of the data team to query their data and derive meaningful insights using a spreadsheet-like interface that doesn't require coding and is SQL-optional technology. This empowers clients to explore, analyze, and visualize data without the need for a data specialist.

Notable investors include:
Greylock Partners logo

Snorkel

Cloud Infrastructure and AI Hardware
Snorkel stock
Founded: 2019Funding to Date: $136M

Snorkel has developed an AI-driven programmatic data labeling tool that specializes in extracting information from textual documents like scientific articles and electronic health records. This tool utilizes theoretically grounded techniques for data augmentation and slices data into crucial subsets, allowing it to identify these subsets effectively. By doing so, Snorkel enables enterprises to tap into structured data resources available in fields such as bioinformatics.

Notable investors include:
Accel logo
Greylock Partners logo
Lightspeed Venture Partners logo

Solo.io

Cloud Infrastructure and AI Hardware
Solo.io stock
Founded: 2017Funding to Date: $175M

Solo.io is a developer of open-source and enterprise software engineered to link applications with service mesh across diverse infrastructures. The company's software is fully equipped with tools to seamlessly integrate traditional and cloud-native applications ranging from monoliths to microservices. This enables businesses to gradually transition and modernize legacy applications to contemporary architectures.

Notable investors include:
Redpoint Ventures logo

SparkCognition

Cloud Infrastructure and AI Hardware
SparkCognition stock
Founded: 2013Funding to Date: $313M

SparkCognition has developed a machine learning software powered by AI, which is designed to assist organizations in resolving their critical issues and maintaining a profitable, safe, and sustainable business. SparkCognition's software provides a suite of AI services that utilize machine learning, knowledge graphs, and natural language processing to tackle a variety of challenges such as predictive analytics, risk reduction, and process enhancement. This enables corporate clients and business professionals to boost growth, protect assets, predict future occurrences, and optimize operations.