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

Acceldata

Data Management and Analytics
Acceldata stock
Founded: 2018Funding to Date: $96M

Acceldata has developed a data and analytics platform aimed at simplifying the intricacies of data operations. Their platform facilitates information integration and data streaming, enabling clients to stream, gather, and process data, build data clusters, and extract actionable insights. This allows for the optimization of workflow operations and the leveraging of opportunities identified through predictive analytics. With Acceldata, enterprises can proactively manage performance, security, data quality, and workflow.

Notable investors include:
Lightspeed Venture Partners logo
Insight Partners logo

Airbyte

Data Management and Analytics
Airbyte stock
Founded: 2020Funding to Date: $181M

Airbyte offers a data infrastructure platform that facilitates the synchronization of data from various applications to data warehouses. Their platform streamlines the automation of data pipelines through pre-built or customizable connectors, allowing businesses to collect data analytics from all users, even those utilizing ad-blocking tools.

Notable investors include:
Benchmark logo
Accel logo

Anysphere

Data Management and Analytics
Anysphere stock
Founded: 2022Funding to Date: $72M

Anysphere offers an AI-driven integrated development environment that enhances the speed and efficiency of software engineers in coding. The platform automates routine tasks in the development workflow, including linting, formatting, and code generation. This allows engineers to concentrate more on the creative and complex elements of their projects.

Notable investors include:
Andreessen Horowitz logo

Astronomer

Data Management and Analytics
Astronomer stock
Founded: 2015Funding to Date: $292M

Astronomer has developed a data orchestration platform designed to gather and organize data for business analytics. The platform provides a range of products and services that facilitate the deployment, management, and scaling of distributed airflow support with distinct resource allocation, user access, and accounts. This allows data engineers, data scientists, and data analysts to construct, operate, and monitor pipelines-as-code.

Notable investors include:
Insight Partners logo

Augment

Data Management and Analytics
Augment stock
Founded: 2022Funding to Date: $252M

Augment, a developer of artificial intelligence (AI) coding assistance software, aims to enhance programmers and their organizations' capabilities to produce superior software. The AI platform that Augment offers provides optimized recommendations for application programming interfaces (APIs) and coding patterns, as well as customized AI models designed specifically for coding. This helps to eliminate bothersome hallucinations and enhance the use of internal practices from senior engineers. With Augment's software, tasks like daily codebase awareness, new developer onboarding, and code review become more efficient. This enables developers to code more rapidly and with fewer errors, thus improving

Notable investors include:
Lightspeed Venture Partners logo

Cast

Data Management and Analytics
Cast stock
Founded: 2019Funding to Date: $73M

Cast offers a cloud management platform designed to automate, optimize, secure, and manage costs for Kubernetes environments. This platform dynamically adjusts computational resources based on demand, supporting multiple cloud environments. With Cast, businesses can efficiently manage containerized applications across various cloud providers.

Celestial AI

Data Management and Analytics
Celestial AI stock
Founded: 2020Funding to Date: $339M

Celestial AI is a developer of a data center and AI computing platform, designed specifically to cater to deep learning and machine learning applications. The company's innovative technology merges the benefits of photonics, mixed-signal ASICs, and packaging. This unique combination results in a sustainable enhancement in computing performance. Celestial AI, therefore, enables its clients to provide AI acceleration hardware and software alternatives.

Clarifai

Data Management and Analytics
Clarifai stock
Founded: 2013Funding to Date: $100M

Clarifai has developed an AI-powered visual recognition platform that interprets images and videos. Their technology utilizes machine learning to provide real-time image-based recommendations and related content, allowing clients to discover similar photos within uncategorized collections by leveraging both semantic and visual similarities.

Notable investors include:
New Enterprise Associates logo

Clarity AI

Data Management and Analytics
Clarity AI stock
Founded: 2017Funding to Date: $320M

Clarity AI is a developer of a sustainability technology platform designed to provide environmental and social insights. Leveraging machine learning and big data, Clarity AI's platform aids in socially efficient capital allocation by equipping decision-makers with the tools necessary for comprehensive sustainability analysis related to investing, corporate research, benchmarking, consumer e-commerce, and regulatory reporting. This enables investors to evaluate the sustainability performance of all societal stakeholders.

Notable investors include:
Founders Fund logo

Cognition

Data Management and Analytics
Cognition stock
Founded: 2023Funding to Date: $196M

Cognition has developed an AI chatbot that autonomously manages development projects from start to finish. This chatbot, equipped with standard developer tools like the shell, code editor, and browser plans, actively collaborates with the user. It can remember relevant context at every stage, learn over time, and correct errors. This enables engineers to plan and execute intricate engineering tasks that require numerous decisions.

Notable investors include:
Founders Fund logo
Khosla Ventures logo

Cohesity

Data Management and Analytics
Cohesity stock
Founded: 2013Funding to Date: $1.96B

Cohesity offers a web-scale platform designed to streamline how companies safeguard, manage, and derive value from their data. Their platform features distributed storage, unifying all secondary data and management tasks into a single system. This allows businesses to effortlessly eliminate mass data fragmentation.

Notable investors include:
Accel logo
Sequoia Capital logo

Comet

Data Management and Analytics
Comet stock
Founded: 2017Funding to Date: $69M

Comet has developed a meta machine learning platform designed to create dependable machine learning models for practical applications. This platform enhances models using hyperparameter optimization, an algorithmic approach that reduces the time usually spent on manually fine-tuning ML models. It allows data scientists to automatically track their datasets, code modifications, experiment history, and models in production, streamlining the entire process.

Contextual.ai

Data Management and Analytics
Contextual.ai stock
Founded: 2023Funding to Date: $100M

Contextual.ai is the creator of revolutionary large language models designed to construct artificial tools aimed at enterprise needs. The company's model caters to the growing domain of generative artificial intelligence, which has so far been primarily consumer-oriented. This allows users to access fully customizable, reliable, and privacy-conscious AI tools, thereby addressing the specific requirements of enterprises.

Notable investors include:
Lightspeed Venture Partners logo

Cortex

Data Management and Analytics
Cortex stock
Founded: 2019Funding to Date: $116M

Cortex has developed an internal developer portal aimed at enhancing incident response. This portal includes an automatic onboarding workflow that thoroughly scans all potential microservices sources, discovers them, and maps metadata, identifying key information such as ownership and on-call rotations. This empowers engineers to efficiently create production readiness checklists, conduct security audits, and assess both operational and development maturity levels.

Notable investors include:
Sequoia Capital logo
IVP logo

CSC Generation

Data Management and Analytics
CSC Generation stock
Founded: 2016Funding to Date: $143M

CSC Generation offers proprietary private financing services designed to prevent brands from going into liquidation. The company uses a data-driven and analytical approach, employing cutting-edge technology and specialized teams across various sectors, including sales, finance, operations, and marketing. This strategy allows CSC Generation to enhance their services, thereby assisting clients in maintaining their businesses and preserving numerous jobs.

Notable investors include:
Khosla Ventures logo

data.world

Data Management and Analytics
data.world stock
Founded: 2015Funding to Date: $156M

data.world is a developer of a cloud-native data catalog platform designed to quickly address business inquiries. Their platform connects siloed, distributed data to consistent and familiar business concepts, forming a unified body of knowledge that is easy for anyone to find, understand, and utilize. This enables clients to solve problems more efficiently by fostering innovative collaboration in operations.

Delphix

Data Management and Analytics
Delphix stock
Founded: 2008Funding to Date: $124M

Delphix operates a data-as-a-service platform designed to help enterprises expedite cloud migrations, bespoke development, and ERP deployments. Delphix's platform supplies intelligent software that promotes agile data management and eradicates redundant infrastructure and inefficient processes across several industries, including financial services, telecommunications, consumer packaged goods, e-commerce, and manufacturing. This empowers businesses to visualize and provide data across the leading databases and data warehouses in the market.

Notable investors include:
Lightspeed Venture Partners logo
Greylock Partners logo

Domino Data Lab

Data Management and Analytics
Domino Data Lab stock
Founded: 2013Funding to Date: $228M

Domino Data Lab has developed an enterprise data science management platform aimed at building and deploying innovative ideas through collaborative, reusable, and reproducible analysis. Their platform expedites research, hastens model deployment, and amplifies collaboration for code-first data science teams on a large scale. This empowers data scientists to innovate new medicines, cultivate productive crops, adjust risk models to significant economic changes, construct automobiles, and improve customer service.

Notable investors include:
Sequoia Capital logo

Dremio

Data Management and Analytics
Dremio stock
Founded: 2015Funding to Date: $407M

Dremio, a developer of a self-service analytics platform, has designed it to offer data warehouse functionality and data lake adaptability. The company's platform revolutionizes the data lake service to provide quicker analytics time and removes the necessity to shift or copy data to proprietary data warehouses or form BI extracts, aggregation tables, and cubes. This allows companies to extract more value from their data.

Notable investors include:
Insight Partners logo
Lightspeed Venture Partners logo
Redpoint Ventures logo

Edge Delta

Data Management and Analytics
Edge Delta stock
Founded: 2018Funding to Date: $84M

Edge Delta develops an observability automation platform that offers a decentralized approach for identifying and addressing potential operational and security issues. Their platform acts as an upstream control point to effectively capture pertinent data, shape it in transit, and direct it to the best destination. Utilizing AI, it automatically detects anomalies, alerts users, and summarizes log data to highlight changes and affected resources. This enables clients to overcome the constraints and architectural limitations inherent in traditional centralized systems.

Firebolt

Data Management and Analytics
Firebolt stock
Founded: 2018Funding to Date: $270M

Firebolt is the creator of a cloud data warehouse that is designed to deliver efficient data analytics, regardless of scale. Firebolt's data warehouse integrates a high-performance database structure with the endless scale of a data lake, capitalizing on both the technology stack and the latest academic research in the big data field. This enables analysts, employees, and end-users to get the insights they need without having to worry about waiting for results or considering costs.

Notable investors include:
Bessemer Venture Partners logo

Fireworks AI

Data Management and Analytics
Fireworks AI stock
Founded: 2022Funding to Date: $77M

Fireworks AI offers a cutting-edge production AI platform designed to facilitate collaboration and deploy models at high speeds. Their platform is tailored to operate, fine-tune, and share large language models (LLMs), addressing product challenges effectively. This enables developers and businesses to accelerate scaling by rapidly iterating on product development while also reducing service costs.

Notable investors include:
Sequoia Capital logo

Flatfile

Data Management and Analytics
Flatfile stock
Founded: 2019Funding to Date: $97M

Flatfile offers a data onboarding platform designed to seamlessly import, map, and standardize customer data from spreadsheets into various software applications. The company's solution is easily installed with a basic JavaScript snippet and progressively learns to identify and clean data over time, allowing clients to enhance efficiency through its intuitive data importer.

Hebbia

Data Management and Analytics
Hebbia stock
Founded: 2020Funding to Date: $128M

Hebbia is the developer of a SaaS platform designed to create artificial agents capable of completing end-to-end tasks. The platform enables the ingestion of both structured and unstructured data across diverse files and formats, retrieves information upon request, and provides answers with citations in a spreadsheet-like format. By breaking down complex tasks into manageable actions, it ensures accuracy. Users can collaborate with AI to extract, organize, and analyze millions of documents at scale, allowing businesses to integrate comprehensive workflow automation with generative AI using LLMs.

Notable investors include:
Andreessen Horowitz logo

HeyGen

Data Management and Analytics
HeyGen stock
Founded: 2020Funding to Date: $75M

HeyGen offers an AI video generation platform tailored for creating spokesperson marketing videos. This platform enables users to quickly produce videos using AI-generated characters and voices, making it ideal for clients in advertising, live streaming, and video blogging sectors.

Notable investors include:
Sequoia Capital logo

Imbue

Data Management and Analytics
Imbue stock
Founded: 1989Funding to Date: $22M

Imbue is a creator of AI systems designed to equip computers with intellect and human ideals. Imbue's systems are primed to train foundation models for reasoning, enabling computers to comprehend objectives, initiate communication, and operate subtly. This empowers users to construct solid, bespoke AI agents that bring the efficiency of AI right at their fingertips.

Notable investors include:
Lightspeed Venture Partners logo

INRIX

Data Management and Analytics
INRIX stock
Founded: 2005Funding to Date: $123M

INRIX has developed an analytics platform designed to assist the mobility ecosystem by converting vast amounts of data into meaningful insights. Its platform takes large data from connected devices and vehicles and turns it into insights about mobility. INRIX also provides traffic applications powered by a community of smartphone users, enabling drivers to enhance road safety, improve traffic signal timing, reduce delays and greenhouse gas emissions, optimize last-mile delivery, and discover valuable market insights.

Notable investors include:
Kleiner Perkins logo

Intenseye

Data Management and Analytics
Intenseye stock
Founded: 2018Funding to Date: $90M

Intenseye offers an AI-powered video analytics platform designed to enhance workplace safety by analyzing images and videos to prevent accidents. Their platform integrates seamlessly with existing cameras, requiring no additional hardware or sensors. Utilizing proprietary deep learning models, Intenseye can assess worker posture, monitor the use of personal protective equipment, and detect zone violations in real time. This provides fast, accurate, and scalable computer vision services that are easy to use, allowing clients to maintain a safe and efficient work environment.

Notable investors include:
Lightspeed Venture Partners logo
Insight Partners logo

Labelbox

Data Management and Analytics
Labelbox stock
Founded: 2018Funding to Date: $195M

Labelbox operates a platform designed for the creation of intelligent applications. Their platform provides a visual workflow interface and a system of record for data labeling processes. They offer data annotation tools, quality control features, and performance analytics. This empowers data science teams to develop machine learning applications and helps businesses to cut down on model development times.

Notable investors include:
Kleiner Perkins logo
Andreessen Horowitz logo

Lambda

Data Management and Analytics
Lambda stock
Founded: 2012Funding to Date: $384M

Lambda has developed a cloud computing platform that's tailored for large-scale artificial intelligence training and inference. The company's platform includes servers and workstations that come pre-configured with popular machine learning frameworks. This enables businesses to efficiently train intricate models for tasks such as natural language processing and drug discovery.

LogRocket

Data Management and Analytics
LogRocket stock
Founded: 2016Funding to Date: $53M

LogRocket develops product analytics tools that focus on converting, engaging, and retaining customers. Their suite of tools facilitates seamless updates for real native applications, session replay, and error tracking, while pinpointing user experience issues using JavaScript coding. These tools are optimized for multiple platforms and enhance bug fixing through machine learning, empowering software teams to craft the perfect product experience.

Magic

Data Management and Analytics
Magic stock
Founded: 2022Funding to Date: $466M

Magic, a software development company, aims to create aligned and comprehensive artificial intelligence. Their platform specializes in developing reliable methods to align AI with human values. It offers reinforcement learning, enabling AI to learn through trial and error. Magic's systems gather extensive information during training, which is then utilized during inference. This approach allows developers to efficiently find, evaluate, and reuse code, facilitating the automation of software engineering and research tasks.

Notable investors include:
Sequoia Capital logo

MarkLogic

Data Management and Analytics
MarkLogic stock
Founded: 2001Funding to Date: $187M

MarkLogic offers an operational and transactional Enterprise NoSQL database platform designed to assist businesses in integrating essential data. The company's platform is developed to manage, store, search, navigate and deliver content and toolkits for integrating documents. It efficiently handles data from various sources and is primarily intended for sectors such as government agencies, financial services firms, insurance companies, manufacturing businesses, media entities, and healthcare providers.

Materialize

Data Management and Analytics
Materialize stock
Founded: 2019Funding to Date: $101M

Materialize is an operator of a structured query language (SQL) streaming database platform, designed to build internal tools, interactive dashboards, and applications for customers. Materialize's platform enables users to query their data, retains the results of these queries, and progressively updates them as new data is introduced. This allows developers and data scientists to comprehend streaming data, resolve complex problems, and construct smart applications using standard technology.

Notable investors include:
Lightspeed Venture Partners logo
Kleiner Perkins logo
Redpoint Ventures logo

Metronome

Data Management and Analytics
Metronome stock
Founded: 2019Funding to Date: $78M

Metronome offers metering and data mediation software tailored to facilitate metered billing. Its platform provides the necessary data infrastructure, billing logic, and real-time framework essential for usage-based billing, allowing for adaptable integration patterns. This helps software companies to efficiently launch, refine, and expand their usage-based business models.

Notable investors include:
New Enterprise Associates logo
Andreessen Horowitz logo

mParticle

Data Management and Analytics
mParticle stock
Founded: 2012Funding to Date: $333M

mParticle offers a customer data platform designed to integrate and connect data across various channels. The platform gathers user data from multiple services and consolidates it into a unified view, allowing businesses to deliver personalized, omnichannel customer experiences. This enables marketers to craft tailored interactions, boost marketing efficiency, and enhance operational effectiveness.

Neo4j

Data Management and Analytics
Neo4j stock
Founded: 2000Funding to Date: $368M

Neo4j has developed a graph database platform designed to assist organizations in revealing the commercial value of data connections, influences, and relationships. The platform provided by Neo4j enables data utilization through innovative applications that adjust to evolving business requirements. It also allows existing applications to expand with the business and analytical workloads with no limitations, providing clients with assistance in fraud detection, recommendations, and master data management.

Observe.AI

Data Management and Analytics
Observe.AI stock
Founded: 2017Funding to Date: $214M

Observe.AI has developed a quality assurance engine that leverages artificial intelligence to transform customer conversations into valuable insights. The company's engine offers a comprehensive view of all customer interactions across voice, email, and chat. It also provides a contextual understanding of every utterance and speech, ensuring text accuracy even on noisy audio streams. Therefore, Observe.AI's engine assists businesses in enhancing sales conversion and customer retention.

OctoAI

Data Management and Analytics
OctoAI stock
Founded: 2019Funding to Date: $133M

OctoAI has developed an automated technology aimed at enabling engineering teams to swiftly deploy machine learning models across various hardware, cloud providers, or edge devices. The company's platform provides a managed service that leverages machine learning to automate code generation and optimization in multi-cloud environments, ensuring models run efficiently. OctoAI's solution offers businesses secure and efficient deployment of deep learning models.

Odeko

Data Management and Analytics
Odeko stock
Founded: 2019Funding to Date: $238M

Odeko offers an ordering and supply chain management software aimed at helping cafes minimize waste and boost sales. By analyzing sales data and identifying trends, the company creates an automated ordering system using data and artificial intelligence. This tool enables businesses to streamline operations and enhance productivity.

Pachama

Data Management and Analytics
Pachama stock
Founded: 2018Funding to Date: $88M

Pachama is a developer of a remote sensing platform that aims to verify and monitor carbon capture by forests, supporting conservation and reforestation efforts. The company's platform leverages machine learning, satellite imagery, drones, and lidar technology to enhance the protection and restoration of forests. These forests recapture atmospheric carbon, aiding in climate reversal. Pachama enables clients to offset their carbon emissions by investing in forest protection and restoration initiatives.

Perplexity

Data Management and Analytics
Perplexity stock
Founded: 2022Funding to Date: $919M

Perplexity develops AI-powered information discovery tools designed to answer questions and delve into topics. The company's platform offers real-time responses, personalized search experiences, and seamless integration with diverse data sources. By collaborating on joint events, co-selling initiatives, and co-marketing efforts, Perplexity enables users to efficiently access precise and comprehensive information, thereby enhancing their research and decision-making processes.

Notable investors include:
Sequoia Capital logo
IVP logo
New Enterprise Associates logo
Bessemer Venture Partners logo

Pinecone

Data Management and Analytics
Pinecone stock
Founded: 2016Funding to Date: $138M

Pinecone has developed a vector database platform that aims to simplify the deployment of intricate machine learning applications at scale. The platform provided by Pinecone includes real-time serving engines designed for deep learning retrieval applications, allowing developers to efficiently transform, search, and rank multi-dimensional vectors.

Notable investors include:
Andreessen Horowitz logo

PlanetScale

Data Management and Analytics
PlanetScale stock
Founded: 2018Funding to Date: $105M

PlanetScale offers a serverless database platform designed to enhance performance and scale workflows seamlessly. The platform integrates MySQL features with the scalability of a NoSQL database, providing robust solutions for handling failovers, backups, and shard management. This enables users to segment their databases efficiently, improving memory use without compromising on reliable access speeds.

Notable investors include:
Andreessen Horowitz logo
Kleiner Perkins logo
Insight Partners logo

Primer

Data Management and Analytics
Primer stock
Founded: 2015Funding to Date: $210M

Primer develops a machine intelligence platform designed to automate the analysis of extensive datasets. The company's platform leverages machine learning and natural language processing to create systems capable of reading documents, uncovering insights, and automatically generating reports that rival those of human analysts. This enables businesses to bridge the intelligence gap and keep pace with global trends.

Qumulo

Data Management and Analytics
Qumulo stock
Founded: 2012Funding to Date: $348M

Qumulo operates a file data platform designed to assist organizations in efficiently creating and managing their file data at scale, both on-premises and in the cloud. The company's platform harnesses the cost-effectiveness and performance of commodity hardware, integrating technologies such as flash, virtualization, and cloud solutions. This enables storage administrators to visualize usage, monitor activity, and access throughput history at any level, allowing them to quickly identify issues and manage storage utilization effectively.

RelationalAI

Data Management and Analytics
RelationalAI stock
Founded: 2017Funding to Date: $123M

RelationalAI specializes in developing a relational knowledge graph system tailored to address intricate business challenges. The company emphasizes the rich interconnections and structures present in every business, enhancing the modern data stack to speed up the creation of intelligent data applications. This approach allows entrepreneurs to build smart applications with semantic layers on a data-centric foundation, while also reducing the difficulty of codifying and leveraging knowledge.

Reltio

Data Management and Analytics
Reltio stock
Founded: 2011Funding to Date: $237M

Reltio is the creator of a cloud-native master data management (MDM) platform that utilizes Platform as a Service (PaaS) technology to manage modern data. Reltio's platform offers dependable master data management (MDM), insights from big data, and intelligent recommended actions for enterprise applications. This allows companies to access and collaborate on reliable, relevant data, enhancing their planning, customer engagement, and risk management capabilities.