Liquid 2 Ventures

8Flow develops an enterprise-grade self-learning platform that automates customer support workflows. Its platform analyzes agent actions, identifies repetitive tasks, and generates automation across various systems like ticketing platforms, business apps, spreadsheets, databases, and CRMs.

Browser Use is a technology company specializing in web accessibility software for AI agents. It enables AI agents to interact with websites by extracting interactive elements, managing multiple browser tabs, and supporting custom actions. The company's software combines visual understanding with HTML extraction, allowing developers to build capable web-based AI agents using various large language models.

Conntour specializes in providing AI-driven security video management systems for governments and businesses. Their platform employs advanced AI to enhance surveillance capabilities, offering features such as natural language processing for intuitive camera control, real-time analytics for threat detection, and seamless integration with existing security infrastructure. This enables organizations to optimize their security operations, respond more efficiently to incidents, and reduce manual monitoring efforts.

Patlytics develops an artificial intelligence engine that automates various tasks in intellectual property workflows. Its platform streamlines processes such as building claim charts, patent-to-product mappings, asset classification, identifying valuable patents, invention disclosure submissions, and portfolio data comparison.

CTGT specializes in developing secure, enterprise-grade AI solutions. It focuses on creating efficient and reliable AI systems that minimize errors and maximize return on investment. The company's core product is an AI platform designed to simplify the development and deployment of large language models. CTGT's platform employs advanced techniques to mitigate hallucinations and control model behavior, ensuring safe AI deployment in critical sectors such as finance and healthcare.

Better, faster data and data infrastructure.

David AI is a technology company that specializes in transforming audio data into valuable insights. It develops an AI-powered platform designed to help businesses manage and analyze multimodal data, enabling them to create high-quality, proprietary datasets for AI model training. The platform automates data labeling, qualifies and manages data quality, and generates metadata to track data origin and changes. This allows clients to enhance their AI models, detect and remove irrelevant or duplicated data, and create new revenue streams.

Pixeltable is a technology company that provides an open-source Python framework for AI and machine learning engineers. Its platform aims to simplify and unify the entire AI/ML workflow by handling data across various modalities, supporting user-defined transformations and custom functions, and automatically versioning data and models for reproducibility and transparency. This enables developers to focus on modeling and experimentation while integrating AI models seamlessly.

Reducto develops a retrieval augmented generation platform that converts complex, unstructured documents into optimized chunks compatible with vector databases and LLM retrieval pipelines. Its software uses AI and computer vision to parse and extract information from various data formats, enhancing RAG performance.

David AI is a technology company that specializes in transforming audio data into valuable insights. It develops an AI-powered platform designed to help businesses manage and analyze multimodal data, enabling them to create high-quality, proprietary datasets for AI model training. The platform automates data labeling, qualifies and manages data quality, and generates metadata to track data origin and changes. This allows clients to enhance their AI models, detect and remove irrelevant or duplicated data, and create new revenue streams.

Ligo Biosciences specializes in the development of advanced enzyme design technology, leveraging deep-learning models and generative diffusion techniques to enhance precision, stability, and activity in various industrial applications. The company aims to optimize production processes efficiently and cost-effectively for pharmaceutical, agricultural, and chemical manufacturing sectors.

Protege is an AI training data platform that connects data holders with vetted data users.

Tezi is a technology company that specializes in autonomous AI-driven recruitment software. It is designed to streamline the entire hiring process by proactively sourcing candidates, screening applications, scheduling interviews, and collecting feedback, all while being trained by top hiring managers and recruiters. This enables businesses to hire more efficiently, quickly, and cost-effectively.

An AI incubator

Patlytics develops an artificial intelligence engine that automates various tasks in intellectual property workflows. Its platform streamlines processes such as building claim charts, patent-to-product mappings, asset classification, identifying valuable patents, invention disclosure submissions, and portfolio data comparison.

Alembic develops AI-driven software that predicts revenue and return on investment (ROI) from marketing activities. It analyzes complex data to provide actionable insights for Fortune 200 companies and top brands, helping them optimize their digital advertising strategies.

Better, faster data and data infrastructure.

Giga ML specializes in AI-driven customer service solutions for businesses. It offers AI agents that can be integrated into enterprise systems to handle customer inquiries and support tasks. Additionally, the company has developed an open AI API compatibility platform that allows users to fine-tune and deploy custom large language models, enabling them to leverage the advantages of tailored AI models.

Bring all of your company data together and use it with the best AI tools.

Patlytics develops an artificial intelligence engine that automates various tasks in intellectual property workflows. Its platform streamlines processes such as building claim charts, patent-to-product mappings, asset classification, identifying valuable patents, invention disclosure submissions, and portfolio data comparison.

8Flow develops an enterprise-grade self-learning platform that automates customer support workflows. Its platform analyzes agent actions, identifies repetitive tasks, and generates automation across various systems like ticketing platforms, business apps, spreadsheets, databases, and CRMs.

Chima is developing a customizable and scalable generative AI platform designed to enhance business operations through advanced automation. The company focuses on its Compound Human Reasoning system, which allows for the automation of workflows across various functions, including marketing, customer support, sales, operations, compliance, and security. By offering a comprehensive suite of software services, Chima enables developers to create and manage AI applications that are tailored to their specific requirements. This platform facilitates the seamless integration and analysis of both proprietary data and relevant public sources, empowering organizations to utilize generative AI models securely and efficiently.

Combine All Models for Faster, Cheaper, and Better Responses Than Any Single Model

Flyx AI is an AI studio that creates human-friendly AI and chatbot creator platforms to build technical reports.

Classet automates time-consuming recruiting tasks using voice AI. Its platform enables recruiters to focus on building relationships and helping candidates succeed by automating screening processes, scheduling interviews effortlessly, and facilitating faster hiring of top talent.

Storytell develops an artificial intelligence powered content creation platform that helps businesses create storyboards and transform content, including internal meetings, into stories. The platform uses AI and machine learning to distill valuable moments from everyday content, enabling companies to engage customers through storytelling.

Classet automates time-consuming recruiting tasks using voice AI. Its platform enables recruiters to focus on building relationships and helping candidates succeed by automating screening processes, scheduling interviews effortlessly, and facilitating faster hiring of top talent.

DynamoFL empowers enterprises to deploy Gen AI solutions in a safe, private, and compliant manner. Our tools offer a scalable and efficient solution for defense against adversarial AI threats, ensuring the integrity and security of ML models throughout their lifecycle. Our suite of proactive AI model defense solutions can be deployed to both identify and remediate security and robustness risks in Generative AI systems. We enable organizations to deploy state-of-the-art LLMs on substantially cheaper hardware, even including CPU resources.

Strong Compute is focused on revolutionizing cloud computing by offering a platform designed specifically for neural network training. The company leverages advanced software and hardware optimizations to significantly enhance performance, achieving speed improvements of 10x to 1000x in neural network development, 1000x in file transfer rates, and 10x in instance start times. This innovative approach enables users to maintain continuous workflow without interruptions for research, maintenance, or parallel experiments. By targeting the expansive $500 billion cloud market, Strong Compute aims to redefine how cloud resources are utilized, emphasizing performance-based pricing rather than traditional consumption metrics.

DynamoFL empowers enterprises to deploy Gen AI solutions in a safe, private, and compliant manner. Our tools offer a scalable and efficient solution for defense against adversarial AI threats, ensuring the integrity and security of ML models throughout their lifecycle. Our suite of proactive AI model defense solutions can be deployed to both identify and remediate security and robustness risks in Generative AI systems. We enable organizations to deploy state-of-the-art LLMs on substantially cheaper hardware, even including CPU resources.

8Flow develops an enterprise-grade self-learning platform that automates customer support workflows. Its platform analyzes agent actions, identifies repetitive tasks, and generates automation across various systems like ticketing platforms, business apps, spreadsheets, databases, and CRMs.

Founded in 2021, Shaped is a New York-based company that enhances user engagement and conversions through real-time adaptive systems. Its platform uses AI and machine learning to provide personalized recommendations and notifications.

Zephyr AI is a healthcare technology company focused on transforming drug discovery and precision medicine. By leveraging large complex datasets and proprietary algorithms, Zephyr AI aims to redefine drug development and streamline clinical trials. The company collaborates with leading health systems, health insurance plans, and biotechnology innovators to enhance healthcare quality, improve patient outcomes, and reduce costs. Through its innovative approach, Zephyr AI seeks to address challenges in disease treatment and clinical decision support, ultimately contributing to advancements in the healthcare sector.

Pareto.AI operates a data labeling platform that connects artificial intelligence companies with a network of skilled data workers. The company focuses on providing tailored services to meet client needs, ranging from same-day experimental data to fully-managed teams. By combining the expertise of real people with machine automation, Pareto.AI enables entrepreneurs to delegate time-consuming tasks, allowing them to concentrate on more critical work. This approach not only enhances efficiency but also empowers diverse professionals worldwide to contribute to AI training. Ultimately, Pareto.AI offers clients the flexibility to refine and optimize various aspects of their AI and large language models, streamlining the development process and improving outcomes.

NyquistAI is a developer of a global data platform that specializes in transforming unstructured life science data into actionable insights. By leveraging advanced machine learning technology, NyquistAI connects various data sources, including global clinical trials and real-world information, to offer a comprehensive view of the Medtech landscape. The platform is designed to help healthcare professionals access and compile critical life science data, enabling them to make informed decisions in research and business strategy development. NyquistAI aims to provide a customizable experience that equips users with credible, up-to-date content and expertise throughout the entire innovation lifecycle, thereby facilitating enhanced research and the identification of new opportunities within the life sciences sector.

Tingono is a technology company that specializes in leveraging machine learning to help businesses retain and expand their revenue. By utilizing automated machine learning, Tingono analyzes unique business signals to identify indicators of customer churn and potential expansion opportunities. The company transforms these insights into actionable strategies, enabling organizations to implement timely customer engagement initiatives. This approach not only enhances the effectiveness of teams but also improves revenue retention, allowing companies to respond proactively to customer needs and optimize their growth potential.

Mach9 Robotics specializes in integrated hardware and software solutions aimed at enhancing the accuracy and cost-effectiveness of utility infrastructure inspection. The company has developed a digital surveyor platform that creates multi-scale, real-time models of subsurface environments, utilizing advanced technologies such as sensors, underground penetrating radar, thermal cameras, and multi-dimensional scanners. This platform, combined with machine-learning-based mobile mapping, enables the clear mapping of underground mines, voids, pipes, and other critical infrastructure. By providing intelligent analysis software, Mach9 Robotics assists clients in simplifying infrastructure inspections and effectively planning for large construction and utility projects, as well as maintenance activities in urban settings.

Openlayer develops a debugging workspace platform that identifies and mitigates failure patterns and biases in machine learning models. Its platform analyzes model predictions to detect common failures and edge cases, facilitating tracking of models and datasets, and enabling developers to create production-ready models.

Zeni is an AI-powered bookkeeping software company that provides a comprehensive suite of financial tools and services, including bookkeeping, invoicing, and financial reporting, augmented by a dedicated finance team. By leveraging automation, it helps startups and small businesses save time and improve the accuracy of their financial operations, delivering real-time financial insights. The platform integrates core accounting tasks into a single system to streamline processes and support better financial management.

Frontier is a company that offers an AI sourcing platform designed to connect employers with candidates, facilitating a seamless interaction between the two. In addition to this platform, Frontier has established a freelance network that caters to experts in artificial intelligence, machine learning, and related fields, allowing them to find flexible work opportunities with innovative businesses. By streamlining the process of connecting AI experts with relevant projects, Frontier aims to reduce the time spent on job searches and negotiations, enabling professionals to focus on work that aligns with their interests. The company's mission is to democratize access to AI, making it more accessible for both talent and organizations seeking to leverage advanced technologies.

Bytewax is a data streaming processor that enables transforming data streams and deploying real-time machine learning models. It provides a platform to accelerate development, save time, reuse code, and build complex pipelines for streaming analytics. The product is designed to be accessible and flexible for data scientists and data engineers, supporting workloads across industrial IoT, finance, consumer technology, and cybersecurity. It connects to hundreds of data sources and leverages the broader ecosystem of data processing libraries to enable end-to-end streaming workflows.

Vcreate is a biotechnology company focused on developing advanced T-cell immunotherapies. The company has created a research platform that integrates novel high-throughput screening assays with machine learning techniques. This innovative approach aims to facilitate the design and acceleration of T-cell receptors specifically for the treatment of solid tumors. Through its platform, Vcreate seeks to enhance the effectiveness of cancer immunotherapies, ultimately improving outcomes for patients battling cancer.

Kolena is a machine learning testing platform that enables ML teams to rigorously assess their model behavior. It helps identify and track failure modes, enhancing understanding of model performance and identifying gaps for engineering, sales, and customers.

Zeni is an AI-powered bookkeeping software company that provides a comprehensive suite of financial tools and services, including bookkeeping, invoicing, and financial reporting, augmented by a dedicated finance team. By leveraging automation, it helps startups and small businesses save time and improve the accuracy of their financial operations, delivering real-time financial insights. The platform integrates core accounting tasks into a single system to streamline processes and support better financial management.

Groundlight AI provides computer vision and machine-learning tools that let developers interpret images with natural-language prompts and minimal code, enabling rapid deployment of visual models. The platform is designed to ease integration into existing business logic by reducing the need for extensive data collection and training. When ambiguity occurs, low-confidence outputs are automatically escalated to more capable ML models and human experts through an assisted escalation workflow, ensuring higher accuracy. Groundlight blends traditional deep learning with real-time optimization and expert supervision to deliver customized, human-in-the-loop AI models that can become functional within minutes after a few lines of code.

Encord offers a unified platform dedicated to streamlining data development for advanced vision and multimodal AI teams. The company specializes in building tools and infrastructure that accelerate model deployment by providing a data-centric testing framework, human-centric annotation tools for labeling and reinforcement learning from human feedback (RLHF), and robust data curation management software. Encord's platform aims to automate manual annotation tasks, enabling data scientists and researchers to efficiently tackle machine learning application challenges.

Mage is a developer of an open-source coding tool that empowers businesses to leverage artificial intelligence for predictive analytics. The platform enables users to create and deploy machine-learning models efficiently, allowing for applications in areas such as churn prevention, product recommendations, and customer lifetime value assessment. By facilitating the import and transformation of data from various sources, Mage's technology simplifies the process of building, training, and integrating data into applications. The company's mission is to make AI technology accessible, enabling businesses to enhance customer experiences through innovative solutions.

Bandit ML, Inc. is a San Francisco-based company founded in 2018 that specializes in developing machine learning applications designed to enhance user retention and sales for e-commerce businesses. The company's solutions are tailored to accommodate various budget levels, making them accessible to a wide range of clients. Founded by a team of engineers with experience at major technology firms such as Facebook, Uber, and Twitter, Bandit ML focuses on leveraging advanced technologies to improve customer engagement and drive revenue growth for its clients.

Bandit ML, Inc. is a San Francisco-based company founded in 2018 that specializes in developing machine learning applications designed to enhance user retention and sales for e-commerce businesses. The company's solutions are tailored to accommodate various budget levels, making them accessible to a wide range of clients. Founded by a team of engineers with experience at major technology firms such as Facebook, Uber, and Twitter, Bandit ML focuses on leveraging advanced technologies to improve customer engagement and drive revenue growth for its clients.

Dexterity Inc develops robot dexterity solutions for logistics, warehousing, and supply chain applications. The company offers a robotics as a service model that enables businesses to integrate robotics into their operations. Its flagship DexR is a two-armed robot designed for tasks such as truck loading and material handling, equipped with machine vision and force sensing. The company combines artificial intelligence, software, and hardware in a platform to deliver high productivity, precision, and safety in industrial environments, allowing clients to delegate repetitive tasks to robots and augment human potential.

Shelf Engine is a Seattle-based company founded in 2015 that specializes in an automated prediction platform aimed at minimizing food waste in the grocery sector. By employing machine learning and analyzing historical data, the platform accurately forecasts demand for perishable goods, allowing grocery stores to optimize their ordering processes. This innovative approach not only helps retailers avoid out-of-stock situations but also significantly reduces food and beverage waste. Shelf Engine manages the entire ordering process, including vendor management and shelf optimization, which enhances profit margins for grocery stores. The company operates with a unique buy-back model for unsold items, thereby mitigating financial risk for retailers. With a workforce of over 145 employees, Shelf Engine serves leading grocers across thousands of locations in the United States.

Edge Impulse is a software platform focused on simplifying the development of machine learning models optimized for edge devices, where data is collected. The platform streamlines the entire process, encompassing data acquisition, signal processing, machine learning training, model testing, and deployment. It enables developers to create intelligent applications by facilitating the collection of real sensor data and processing it from raw inputs to neural networks. Edge Impulse's technology supports a wide range of devices, allowing for efficient operation on various hardware from microcontrollers to GPUs. By enhancing the accessibility and efficiency of embedded machine learning applications, Edge Impulse aims to promote positive societal change through advanced technology.

Founded in 2016, CrowdAI develops an AI-as-a-service platform that enables users to create custom machine learning models for analyzing imagery and video without requiring data science background or coding. Its solutions are used to identify features in satellite imagery and track moving obstacles for autonomous vehicles and drones.

Frontier is a company that offers an AI sourcing platform designed to connect employers with candidates, facilitating a seamless interaction between the two. In addition to this platform, Frontier has established a freelance network that caters to experts in artificial intelligence, machine learning, and related fields, allowing them to find flexible work opportunities with innovative businesses. By streamlining the process of connecting AI experts with relevant projects, Frontier aims to reduce the time spent on job searches and negotiations, enabling professionals to focus on work that aligns with their interests. The company's mission is to democratize access to AI, making it more accessible for both talent and organizations seeking to leverage advanced technologies.

Alembic develops AI-driven software that predicts revenue and return on investment (ROI) from marketing activities. It analyzes complex data to provide actionable insights for Fortune 200 companies and top brands, helping them optimize their digital advertising strategies.

Edge Impulse is a software platform focused on simplifying the development of machine learning models optimized for edge devices, where data is collected. The platform streamlines the entire process, encompassing data acquisition, signal processing, machine learning training, model testing, and deployment. It enables developers to create intelligent applications by facilitating the collection of real sensor data and processing it from raw inputs to neural networks. Edge Impulse's technology supports a wide range of devices, allowing for efficient operation on various hardware from microcontrollers to GPUs. By enhancing the accessibility and efficiency of embedded machine learning applications, Edge Impulse aims to promote positive societal change through advanced technology.

Hex is a software company that provides collaborative data science and analytics. They provide individuals to learn and organizations to know things so they can make better decisions. Hex brings together SQL, Python, R, and no-code in powerful notebooks and allows users to publish projects as interactive data apps that anyone can use with one click.

BluWhale is a technology company based in the United States that specializes in developing artificial intelligence solutions for business intelligence software as a service. The company aims to automate LiveOps and optimize revenue for its clients, particularly in the gaming industry. By harnessing artificial intelligence and machine learning, BluWhale enables game developers to concentrate on enhancing their games rather than managing and interpreting vast quantities of data. Its smart automation technology performs the complex analysis typically carried out by data analysts and data scientists, delivering actionable insights seamlessly in the background.

Data Mechanics Inc. is a technology company founded in 2019 and based in San Francisco, California. It specializes in a cloud-based platform that provides a managed environment for Apache Spark, aimed at data scientists and engineers. The platform automatically tunes infrastructure parameters such as CPU and memory, as well as Spark configurations like parallelism and I/O, to ensure stable and high-performance data processing pipelines. By continuously adjusting these settings in response to changes in code and data, Data Mechanics offers a user-friendly, serverless experience that simplifies performance tuning and maintenance for open-source computing frameworks. The company's solutions enable engineers to efficiently write and execute code, enhancing productivity and cost-effectiveness.

Founded in 2019, Preclusio develops software that assists businesses in complying with privacy regulations such as GDPR and CCPA. Its solutions use machine learning to automatically identify and tag personal data across an organization's entire data infrastructure, enabling companies to discover, map, and audit their data at scale.

Narrator empowers businesses with self-service analytics across all their data. It enables non-technical users to get answers swiftly, without needing SQL expertise. Narrator helps build a comprehensive customer 360 view by integrating various interaction data points, facilitating quick questions and seamless integration with existing tools.

Golden is a developer of a self-constructing knowledge platform designed to aggregate information from various public and private sources, creating a comprehensive repository. The company's platform employs natural language processing to facilitate structured representation of entities and topics, making detailed and canonical information easily searchable and accessible. By leveraging both human effort and machine intelligence, Golden enhances the process of knowledge gathering and communication. Its features include powerful search capabilities, fine-grain alerts to track changes, and semi-automatic research assistance, all aimed at helping organizations stay informed and leverage the latest industry trends. This approach improves collaboration among researchers and academics while enhancing operational efficiency.

BluWhale is a technology company based in the United States that specializes in developing artificial intelligence solutions for business intelligence software as a service. The company aims to automate LiveOps and optimize revenue for its clients, particularly in the gaming industry. By harnessing artificial intelligence and machine learning, BluWhale enables game developers to concentrate on enhancing their games rather than managing and interpreting vast quantities of data. Its smart automation technology performs the complex analysis typically carried out by data analysts and data scientists, delivering actionable insights seamlessly in the background.

Tecton offers an enterprise-grade feature store, empowering businesses to harness machine learning effectively. Its platform addresses unique ML data requirements, enabling teams to build, serve, and scale features swiftly and reliably.

RankScience provides a continuous-optimization platform for website search engine optimization, combining automated A/B testing and data science. The system automates running multiple tests to identify changes that improve the ranking of web pages in organic search results and optimize page delivery, helping businesses enhance visibility and performance of their websites.

Shelf Engine is a Seattle-based company founded in 2015 that specializes in an automated prediction platform aimed at minimizing food waste in the grocery sector. By employing machine learning and analyzing historical data, the platform accurately forecasts demand for perishable goods, allowing grocery stores to optimize their ordering processes. This innovative approach not only helps retailers avoid out-of-stock situations but also significantly reduces food and beverage waste. Shelf Engine manages the entire ordering process, including vendor management and shelf optimization, which enhances profit margins for grocery stores. The company operates with a unique buy-back model for unsold items, thereby mitigating financial risk for retailers. With a workforce of over 145 employees, Shelf Engine serves leading grocers across thousands of locations in the United States.

Bear Flag Robotics, Inc. is an agricultural technology company that specializes in developing autonomous technology for farm tractors. Founded in 2017 and based in Sunnyvale, California, the company designs software that enables users to plan routes, schedule jobs, and monitor equipment in real-time. Its self-driving technology incorporates perception sensors and robotic actuators, allowing tractors to navigate fields autonomously. The system also provides features such as remote emergency stops and obstacle avoidance. By gathering data on field patterns, Bear Flag Robotics offers predictive analytics that assist farmers in optimizing their operations, thereby increasing productivity, reducing costs, and enhancing safety in agricultural practices.

Activeloop is a technology company that specializes in providing a distributed cloud computing platform designed for building and scaling data pipelines for machine learning applications. Its flagship product, Deep Lake, is a database optimized for artificial intelligence, particularly for deep learning and large language model (LLM) applications. Deep Lake offers a unique storage format that accommodates various data types, including embeddings, audio, text, videos, images, and annotations. The platform features capabilities for querying, vector search, data streaming during model training, and comprehensive data versioning and lineage management. Deep Lake is designed to handle data of any size in a serverless environment, facilitating seamless integration with popular tools such as LangChain and Weights & Biases. The platform is utilized by notable organizations, including Bayer Radiology and Matterport. Founded by a team with backgrounds from prestigious institutions such as Princeton and Stanford, Activeloop has garnered support from Y Combinator, positioning itself as a key player in the machine learning and AI data management landscape.

Downstream Impact Inc. is a Seattle-based company that specializes in developing software solutions aimed at helping brands enhance their presence and performance on Amazon. Founded in 2017, Downstream offers a comprehensive suite of services that includes paid search advertising, analytics, and catalog optimization. Its platform leverages machine learning to automate and optimize advertising campaigns, facilitating direct access to major advertisement exchanges. By simplifying and streamlining the e-commerce marketing process, Downstream enables businesses to effectively manage their advertising efforts, increase market share, and scale profitably in the competitive online marketplace.

Observe.AI specializes in enhancing contact center performance through advanced conversation intelligence powered by artificial intelligence. The company’s innovative engine analyzes customer interactions across various channels, including voice, email, and chat, to deliver actionable insights. By providing a comprehensive understanding of customer touchpoints, Observe.AI helps businesses improve sales conversion rates and customer retention. The platform offers real-time insights and coaching, enabling frontline teams to maximize their performance and streamline workflows. Leading organizations, such as Bill.com, Public Storage, and Accolade, collaborate with Observe.AI to drive significant improvements in their operations and outcomes.

PointCloud is a technology company that specializes in developing a 3D imaging platform on a chip, focusing on high-performance 4D imaging solutions. The company's innovative technology employs big data analytics and machine learning to analyze 3D point clouds, which enhances applications in augmented reality, robotics, and autonomous mobility. By leveraging these advanced capabilities, PointCloud aims to provide users with a clearer and more interactive understanding of their environments, facilitating significant advancements in various technological fields.

Etleap provides an ETL platform that lets data analytics teams build and maintain data pipelines from day one without extensive coding or engineering. Founded in 2012 and based in San Francisco, it automates most ETL setup and maintenance, reducing manual work and enabling analysts to own quick, ten-minute tasks. The tool collects data from diverse sources, cleans, structures, and manages it to simplify access to big data and improve data integration across warehouses, enhancing business value.

Downstream Impact Inc. is a Seattle-based company that specializes in developing software solutions aimed at helping brands enhance their presence and performance on Amazon. Founded in 2017, Downstream offers a comprehensive suite of services that includes paid search advertising, analytics, and catalog optimization. Its platform leverages machine learning to automate and optimize advertising campaigns, facilitating direct access to major advertisement exchanges. By simplifying and streamlining the e-commerce marketing process, Downstream enables businesses to effectively manage their advertising efforts, increase market share, and scale profitably in the competitive online marketplace.

Dexterity Inc develops robot dexterity solutions for logistics, warehousing, and supply chain applications. The company offers a robotics as a service model that enables businesses to integrate robotics into their operations. Its flagship DexR is a two-armed robot designed for tasks such as truck loading and material handling, equipped with machine vision and force sensing. The company combines artificial intelligence, software, and hardware in a platform to deliver high productivity, precision, and safety in industrial environments, allowing clients to delegate repetitive tasks to robots and augment human potential.

Craft is a data and analytics platform that leverages machine learning to create a comprehensive "Source of Truth" on companies and the global economy. By aggregating financial, operational, and human capital data from a multitude of sources, Craft offers detailed sector and company profiles that cater to a wide range of organizations, from startups to large corporations. The platform features tools such as signal alerts, trend analysis, and benchmarking to help users monitor and optimize their supply chains and enterprise ecosystems. Its cloud-based portal is designed to seamlessly integrate into existing workflows, enabling clients to access valuable insights and compare key metrics across various companies worldwide.

Escher Reality, founded in 2016 and headquartered in Sunnyvale, California, specializes in developing augmented reality (AR) technology. The company offers a cross-platform toolkit and custom backend services for mobile AR developers, enabling them to create multi-user, multisession AR experiences. Escher Reality's platform employs machine learning to generate interactive 3D AR content, facilitating video sharing and multimedia gaming. As of February 1, 2018, the company operates as a subsidiary of Niantic, Inc.

Proprio, Inc. is a healthcare technology company based in Seattle, Washington, that focuses on developing an advanced surgical navigation and imaging platform. Founded in 2016, the company utilizes machine learning, artificial intelligence, and mixed-reality user interfaces to enhance surgical accuracy and simplify workflows, ultimately improving patient outcomes. Proprio's innovative solutions aim to replace traditional surgical microscopes and navigation systems with a more integrated system that leverages networked camera arrays, depth-sensing technology, and computer graphics. By synthesizing data from multiple inputs, Proprio enables medical professionals to navigate complex anatomical structures in real-time 3D environments, fostering a shift in medicine that embraces modern technological advancements. The company's vision extends beyond mere replacement of existing tools; it seeks to transform the surgical landscape by integrating software and data-driven approaches, enhancing the collaboration between humans and machines in the operating room.

Py is a mobile app focused on teaching coding through interactive courses in programming languages such as Javascript, Swift, Python, and HTML/CSS. Founded in 2016 and based in San Francisco, the company aims to enhance the learning experience by incorporating creative methods, including board games, programmable robots, and gamified platforms, to engage learners of all ages. In addition to coding, Py offers a diverse range of subjects, from humanities to sciences and language courses like English grammar. In 2019, Py was acquired by Hired, a career marketplace that connects tech talent with innovative companies.

Etleap provides an ETL platform that lets data analytics teams build and maintain data pipelines from day one without extensive coding or engineering. Founded in 2012 and based in San Francisco, it automates most ETL setup and maintenance, reducing manual work and enabling analysts to own quick, ten-minute tasks. The tool collects data from diverse sources, cleans, structures, and manages it to simplify access to big data and improve data integration across warehouses, enhancing business value.

RankScience provides a continuous-optimization platform for website search engine optimization, combining automated A/B testing and data science. The system automates running multiple tests to identify changes that improve the ranking of web pages in organic search results and optimize page delivery, helping businesses enhance visibility and performance of their websites.

Perceptive Automata, Inc. is a technology company specializing in machine learning and computer vision solutions aimed at predicting human behavior in the context of automated driving. Founded in 2014 and located in Somerville, Massachusetts, the company addresses the complex challenges associated with the safe deployment of highly automated and fully autonomous vehicles, particularly in urban settings. Its advanced AI inference models allow vehicles to anticipate the actions of pedestrians, cyclists, and other drivers, enhancing safety and enabling smoother navigation in human-dominated environments. By integrating its software into autonomous driving systems, Perceptive Automata facilitates a more natural driving experience, which is crucial for the acceptance of autonomous vehicles and robotaxi services. The company's team comprises experts from prestigious institutions such as Harvard, MIT, and Stanford, reflecting a strong foundation in neuroscience and artificial intelligence.

Shelf Engine is a Seattle-based company founded in 2015 that specializes in an automated prediction platform aimed at minimizing food waste in the grocery sector. By employing machine learning and analyzing historical data, the platform accurately forecasts demand for perishable goods, allowing grocery stores to optimize their ordering processes. This innovative approach not only helps retailers avoid out-of-stock situations but also significantly reduces food and beverage waste. Shelf Engine manages the entire ordering process, including vendor management and shelf optimization, which enhances profit margins for grocery stores. The company operates with a unique buy-back model for unsold items, thereby mitigating financial risk for retailers. With a workforce of over 145 employees, Shelf Engine serves leading grocers across thousands of locations in the United States.

Pathmind develops a SaaS platform that leverages cloud computing and AI to optimize decisions in industrial operations and supply chains. It integrates with simulation software like AnyLogic, enabling users to discover better decision paths through complex scenarios.

Shelf Engine is a Seattle-based company founded in 2015 that specializes in an automated prediction platform aimed at minimizing food waste in the grocery sector. By employing machine learning and analyzing historical data, the platform accurately forecasts demand for perishable goods, allowing grocery stores to optimize their ordering processes. This innovative approach not only helps retailers avoid out-of-stock situations but also significantly reduces food and beverage waste. Shelf Engine manages the entire ordering process, including vendor management and shelf optimization, which enhances profit margins for grocery stores. The company operates with a unique buy-back model for unsold items, thereby mitigating financial risk for retailers. With a workforce of over 145 employees, Shelf Engine serves leading grocers across thousands of locations in the United States.

Mentat is a company that offers a job application platform designed to streamline the job search process. Utilizing machine learning technology, the platform assists users by rewriting their resumes and generating customized cover letters tailored to specific job applications. Additionally, Mentat provides a service that allows users to apply for jobs on their behalf, simplifying the job-seeking experience. The company's aim is to create a more efficient and effective pathway for individuals to secure better employment opportunities.

CareSkore Inc. is a healthcare technology company based in Union City, California, founded in 2014. It specializes in population health management solutions, designed to assist healthcare organizations in transforming data into actionable insights for effective patient intervention and management. CareSkore's web and mobile platform employs multivariate predictive analysis to assess and manage clinical and financial risks continuously. The platform features data aggregation, analysis, and management capabilities, providing services such as patient management, cost optimization, workflow management, and automated patient outreach. By utilizing machine learning to normalize data, CareSkore enables healthcare providers to manage patient populations with real-time assessments, ultimately helping to reduce costs and enhance revenue for hospitals, health systems, accountable care organizations, and managed care organizations.

Insight Data Science is an educational organization based in Palo Alto, California, that specializes in post-doctoral training fellowships for data scientists and engineers. Founded in 2012, it offers intensive six-week programs designed to bridge the gap between academia and the data science industry. The fellowship focuses on areas such as data engineering, academic research, and health data science, providing participants with project-based learning experiences alongside industry mentoring. Insight Data Science aims to facilitate the transition of engineers into roles within big data engineering and data science, leveraging a network of mentors from leading technology companies.

Geometric Intelligence Inc. is an artificial intelligence research lab based in New York, founded in 2014 by a team of prominent scientists and machine learning experts. The company focuses on developing innovative machine learning techniques that enable systems to learn more efficiently from limited data. In addition to its research endeavors, Geometric Intelligence provides training for AI systems and designs machine-learning systems. As of December 2016, it operates as a subsidiary of Uber Technologies, Inc.

Amperity is a company dedicated to helping businesses leverage data to enhance customer service. It specializes in creating a comprehensive Customer 360 view by using artificial intelligence to integrate and standardize raw data from various sources such as e-commerce, email, and loyalty programs. This platform enables companies to connect with, identify, and understand their customers more effectively, thereby improving marketing performance and driving growth. By providing technical teams with streamlined data management and business teams with direct access to comprehensive customer data, Amperity aims to build long-term customer loyalty and deliver exceptional customer experiences for some of the world's most recognized brands.

8Flow offers AI-driven workflow automation that simplifies enterprise processes. The platform transforms user events into actionable workflow maps, allowing AI agents to execute tasks efficiently. By identifying repetitive tasks, 8Flow enables organizations to automate these processes with one-click solutions, enhancing overall productivity.Salesteams benefit from streamlined operations, allowing them to focus on core activities rather than manual data handling. This innovative approach supports organizations in achieving better workflow management and operational efficiency.

8Flow offers AI-driven workflow automation that simplifies enterprise processes. The platform transforms user events into actionable workflow maps, allowing AI agents to execute tasks efficiently. By identifying repetitive tasks, 8Flow enables organizations to automate these processes with one-click solutions, enhancing overall productivity.Salesteams benefit from streamlined operations, allowing them to focus on core activities rather than manual data handling. This innovative approach supports organizations in achieving better workflow management and operational efficiency.